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1109.3433
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Loose Laplacian spectra of random hypergraphs Let $H=(V,E)$ be an $r$-uniform hypergraph with the vertex set $V$ and the
edge set $E$. For $1\leq s \leq r/2$, we define a weighted graph $G^{(s)}$ on
the vertex set ${V\choose s}$ as follows. Every pair of $s$-sets $I$ and $J$ is
associated with a weight $w(I,J)$, which is the number of edges in $H$ passing
through $I$ and $J$ if $I\cap J=\emptyset$, and 0 if $I\cap J\not=\emptyset$.
The $s$-th Laplacian $\L^{(s)}$ of $H$ is defined to be the normalized
Laplacian of $G^{(s)}$. The eigenvalues of $\mathcal L^{(s)}$ are listed as
$\lambda^{(s)}_0, \lambda^{(s)}_1,..., \lambda^{(s)}_{{n\choose s}-1}$ in
non-decreasing order. Let
$\bar\lambda^{(s)}(H)=\max_{i\not=0}\{|1-\lambda^{(s)}_i|\}$. The parameters
$\bar\lambda^{(s)}(H)$ and $\lambda^{(s)}_1(H)$, which were introduced in our
previous paper, have a number of connections to the mixing rate of high-ordered
random walks, the generalized distances/diameters, and the edge expansions.
For $0< p<1$, let $H^r(n,p)$ be a random $r$-uniform hypergraph over
$[n]:={1,2,..., n}$, where each $r$-set of $[n]$ has probability $p$ to be an
edge independently. For $1 \leq s \leq r/2$, $p(1-p)\gg \frac{\log^4
n}{n^{r-s}}$, and $1-p\gg \frac{\log n}{n^2}$, we prove that almost surely
$$\bar\lambda^{(s)}(H^r(n,p))\leq \frac{s}{n-s}+
(3+o(1))\sqrt{\frac{1-p}{{n-s\choose r-s}p}}.$$ We also prove that the
empirical distribution of the eigenvalues of $\L^{(s)}$ for $H^r(n,p)$ follows
the Semicircle Law if $p(1-p)\gg \frac{\log^{1/3} n}{n^{r-s}}$ and $1-p\gg
\frac{\log n}{n^{2+2r-2s}}$.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
}
] |
1605.06090
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Analogs of the Shapiro Shapiro Conjecture in Positive Characteristic
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
}
] |
1909.04648
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Deep Learning for Automated Classification and Characterization of
Amorphous Materials It is difficult to quantify structure-property relationships and to identify
structural features of complex materials. The characterization of amorphous
materials is especially challenging because their lack of long-range order
makes it difficult to define structural metrics. In this work, we apply deep
learning algorithms to accurately classify amorphous materials and characterize
their structural features. Specifically, we show that convolutional neural
networks and message passing neural networks can classify two-dimensional
liquids and liquid-cooled glasses from molecular dynamics simulations with
greater than 0.98 AUC, with no a priori assumptions about local particle
relationships, even when the liquids and glasses are prepared at the same
inherent structure energy. Furthermore, we demonstrate that message passing
neural networks surpass convolutional neural networks in this context in both
accuracy and interpretability. We extract a clear interpretation of how message
passing neural networks evaluate liquid and glass structures by using a
self-attention mechanism. Using this interpretation, we derive three novel
structural metrics that accurately characterize glass formation. The methods
presented here provide us with a procedure to identify important structural
features in materials that could be missed by standard techniques and give us a
unique insight into how these neural networks process data.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
}
] |
2203.11259
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Covariant singularities: a brief review
|
[
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
}
] |
[
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
}
] |
10.1101/2021.12.14.472444
|
Instruct: Identify the main category of Biorxiv papers based on the titles and abstracts
Query: Loss of Activity-Induced Mitochondrial ATP Production Underlies the Synaptic Defects in a Drosophila model of ALS Mutations in the gene encoding VAPB (vesicle-associated membrane protein B) cause a familial form of Amyotrophic Lateral Sclerosis (ALS). Expression of an ALS-related variant of vapb (vapbP58S) in Drosophila motor neurons results in morphological changes at the larval neuromuscular junction (NMJ) characterized by the appearance of fewer, but larger, presynaptic boutons. Although diminished microtubule stability is known to underlie these morphological changes, a mechanism for the loss of presynaptic microtubules has been lacking. Here, we demonstrate the suppression of vapbP58S- induced changes in NMJ morphology by either the loss of ER Ca2+ release channels or the inhibition Ca2+/calmodulin (CaM)-activated kinase II (CaMKII). These data suggest a model in which decreased stability of presynaptic microtubules at vapbP58S NMJs result from hyperactivation of CaMKII due to elevated cytosolic [Ca2+]. We attribute the Ca2+ dyshomeostasis to delayed extrusion of cytosolic Ca2+ stemming from a paucity of activity-induced mitochondrial ATP production coupled with elevated rates of ATP consumption. Taken together, our data point to bioenergetic dysfunction as the root cause for the synaptic defects in vapbP58S-expressing Drosophila motor neurons.
Significance StatementRates of ATP production and consumption are tightly synchronized in healthy neurons. Whether this synchrony is lost in models of neurodegenerative diseases remains poorly understood. Here, we find that expression of a gene encoding an ALS-causing variant of an ER membrane protein, VAPB, decouples mitochondrial ATP production from neuronal activity. Due to a combination of diminished ATP production and elevated ATP consumption -- established outcomes in ALS neurons -- the levels of ATP in vapbP58S neurons are unable to keep up with the bioenergetic burden of depolarization. The resulting paucity of ATP and attendant decrease in the activity of Ca2+ ATPases results in diminished extrusion of cytosolic Ca2+ in vapbP58S-expressing motor neurons. The accumulation of residual Ca2+ in vapbP58S-expressing neurons underlies paired-pulse facilitation of synaptic vesicle release, and the changes in bouton development at the NMJ. In summary, our findings point to bioenergetic dysfunction due to the loss of activity-induced ATP production as being the cause of the synaptic defects observed in a Drosophila model of ALS.
|
[
{
"docid": "4",
"text": "The categories of this paper are: neuroscience",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: education",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: plant",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: ecology",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: systems",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: animal",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: molecular",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: immunology",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: epidemiology",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: and",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: biophysics",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: genetics",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: cognition",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: paleontology",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: zoology",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: bioinformatics",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: synthetic",
"title": ""
}
] |
2004.08292
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Boson and neutron stars with increased density We discuss boson stars and neutron stars, respectively, in a scalar-tensor
gravity model with an explicitly time-dependent real scalar field. While the
boson stars in our model -- in contrast to the neutron stars -- do not possess
a hard core, we find that the qualitative effects of the formation of scalar
hair are similar in both cases : the presence of the gravity scalar allows both
type of stars to exist for larger central density as well as larger mass at
given radius than their General Relativity counterparts. In particular, we find
new types of neutron stars with scalar hair which have radii very close to the
corresponding Schwarzschild radius and hence are comparable in density to black
holes. This new branch of solutions is stable with respect to the decay into
individual baryons.
|
[
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
}
] |
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
}
] |
2012.08746
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Geometric ZWEIER Convergent Lacunary Sequence Spaces The main purpose of this paper is to introduce lacunary strong geometric
zweier convergent sequence spaces $N_{\theta }^{0}
\left[Z\left(G\right)\right]$, $N_{\theta } \left[Z\left(G\right)\right]$,
$N_{\theta }^{\infty } \left[Z\left(G\right)\right]$consisting of all sequences
$x=\left(x_{k} \right)$such that $\left[Z\left(G\right)\right]x$ are in the
spaces $N_{\theta }^{0} ,N_{\theta } {\rm and\; }N_{\theta }^{\infty } $
respectively, which are normed. We prove certain topological properties of
these spaces and compute their lacunary stastical zweier convergence.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
}
] |
1909.10434
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Clocking the formation of today's largest galaxies: Wide field integral
spectroscopy of Brightest Cluster Galaxies and their surroundings The formation and evolution of local brightest cluster galaxies (BCGs) is
investigated by determining the stellar populations and dynamics from the
galaxy core, though the outskirts and into the intracluster light (ICL).
Integral spectroscopy of 23 BCGs observed out to 4 r_e is collected and high
signal-to-noise regions are identified. Stellar population synthesis codes are
used to determine the age, metallicity, velocity, and velocity dispersion of
stars within each region. The intracluster light (ICL) spectra are best modeled
with populations that are younger and less metal-rich than those of the BCG
cores. The average BCG core age of the sample is 13.3$\pm$ 2.8 Gyr and the
average metallicity is [Fe/H] = 0.30 $\pm$ 0.09, whereas for the ICL the
average age is 9.2$\pm$3.5 Gyr and the average metallicity is [Fe/H] =
0.18$\pm$0.16. The velocity dispersion profile is seen to be rising or flat in
most of the sample (17/23), and those with rising values reach the value of the
host cluster's velocity dispersion in several cases. The most extended BCGs are
closest to the peak of the cluster's X-ray luminosity. The results are
consistent with the idea that the BCG cores and inner regions formed quickly
and long ago, with the outer regions and ICL forming more recently, and
continuing to assemble through minor merging. Any recent star formation in the
BCGs is a minor component, and is associated with the cluster cool core status.
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
1904.12854
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Collisional formation of massive exomoons of super-terrestrial
exoplanets Exomoons orbiting terrestrial or super-terrestrial exoplanets have not yet
been discovered; their possible existence and properties are therefore still an
unresolved question. Here we explore the collisional formation of exomoons
through giant planetary impacts. We make use of smooth particle hydrodynamical
(SPH) collision simulations and survey a large phase-space of
terrestrial/super-terrestrial planetary collisions. We characterize the
properties of such collisions, finding one rare case in which an exomoon forms
through a graze&capture scenario, in addition to a few graze&merge or hit&run
scenarios. Typically however, our collisions form massive circumplanetary
discs, for which we use follow-up N-body simulations in order to derive
lower-limit mass estimates for the ensuing exomoons. We investigate the mass,
long-term tidal-stability, composition and origin of material in both the discs
and the exomoons. Our giant-impact models often generate relatively iron-rich
moons, that form beyond the synchronous radius of the planet, and would thus
tidally evolve outward with stable orbits, rather than be destroyed. Our
results suggest that it is extremely difficult to collisionally form
currently-detectable exomoons orbiting super-terrestrial planets, through
single giant impacts. It might be possible to form massive, detectable exomoons
through several mergers of smaller exomoons, formed by multiple impacts,
however more studies are required in order to reach a conclusion. Given the
current observational initiatives, the search should focus primarily on more
massive planet categories. However, about a quarter of the exomoons predicted
by our models are approximately Mercury-mass or more, and are much more likely
to be detectable given a factor 2 improvement in the detection capability of
future instruments, providing further motivation for their development.
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
2201.09595
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Towards a Real-time Measure of the Perception of Anthropomorphism in
Human-robot Interaction How human-like do conversational robots need to look to enable long-term
human-robot conversation? One essential aspect of long-term interaction is a
human's ability to adapt to the varying degrees of a conversational partner's
engagement and emotions. Prosodically, this can be achieved through
(dis)entrainment. While speech-synthesis has been a limiting factor for many
years, restrictions in this regard are increasingly mitigated. These
advancements now emphasise the importance of studying the effect of robot
embodiment on human entrainment. In this study, we conducted a between-subjects
online human-robot interaction experiment in an educational use-case scenario
where a tutor was either embodied through a human or a robot face. 43
English-speaking participants took part in the study for whom we analysed the
degree of acoustic-prosodic entrainment to the human or robot face,
respectively. We found that the degree of subjective and objective perception
of anthropomorphism positively correlates with acoustic-prosodic entrainment.
|
[
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
hep-ph/9907288
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Sound in relativistic superfluid with vorticity We develope a theory of sound in a relativistic superfluid with quantum
vortices. The vortices are presented by vortex fluid. For a particular
separable model we find new modes of which a non-relativistic superfluid is
deprived.
|
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
}
] |
[
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
}
] |
1207.2314
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Renormalization group flow for fermions into antiferromagnetically
ordered phases: Method and mean-field models We present a functional renormalization group flow for many-fermion lattice
models into phases with broken spin-rotational symmetry. The flow is expressed
purely in terms of fermionic vertex functions. The symmetry breaking is seeded
by a small initial anomalous self-energy which grows at the transition scale
and which prevents a runaway-flow at nonzero scales. Focusing on the case of
commensurate antiferromagnetism we discuss how the interaction vertex can be
parametrized efficiently. For reduced models with long-range bare interactions
we show the results of standard mean-field theory are reproduced by the fRG and
how anisotropies in the spin sector change the flows. We then describe a more
efficient decomposition of the interaction vertex that should allow for the
treatment of more general models.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
}
] |
2106.06877
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: GPA-Tree: Statistical Approach for Functional-Annotation-Tree-Guided
Prioritization of GWAS Results Motivation: In spite of great success of genome-wide association studies
(GWAS), multiple challenges still remain. First, complex traits are often
associated with many single nucleotide polymorphisms (SNPs), each with small or
moderate effect sizes. Second, our understanding of the functional mechanisms
through which genetic variants are associated with complex traits is still
limited. To address these challenges, we propose GPA-Tree and it simultaneously
implements association mapping and identifies key combinations of functional
annotations related to risk-associated SNPs by combining a decision tree
algorithm with a hierarchical modeling framework. Results: First, we
implemented simulation studies to evaluate the proposed GPA-Tree method and
compared its performance with existing statistical approaches. The results
indicate that GPA-Tree outperforms existing statistical approaches in detecting
risk-associated SNPs and identifying the true combinations of functional
annotations with high accuracy. Second, we applied GPA-Tree to a systemic lupus
erythematosus (SLE) GWAS and functional annotation data including GenoSkyline
and GenoSkylinePlus. The results from GPA-Tree highlight the dysregulation of
blood immune cells, including but not limited to primary B, memory helper T,
regulatory T, neutrophils and CD8+ memory T cells in SLE. These results
demonstrate that GPA-Tree can be a powerful tool that improves association
mapping while facilitating understanding of the underlying genetic architecture
of complex traits and potential mechanisms linking risk-associated SNPs with
complex traits.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
}
] |
[
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
}
] |
nlin/0401025
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Classical R-matrices for generalized so(p,q) tops
|
[
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
}
] |
[
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
}
] |
1307.0263
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Large-scale mapping of the massive star-forming region RCW38 in the
[CII] and PAH emission
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
2109.09325
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Interlayer Exchange Interaction Driven Topological Phase Transition in
Antiferromagnetic Electride Gd$_2$O Based on first-principles calculations, we discover a two-dimensional layered
antiferromagnetic (AFM) electride Gd$_2$O, where anionic excess electrons exist
in the interstitial spaces between positively charged cationic layers. It is
revealed that each cationic layer composed of three-atom-thick Gd$-$O$-$Gd
stacks has in-plane ferromagnetic and out-of-plane AFM superexchange
interactions between the localized Gd 4$f$ spins through O 2$p$ orbitals.
Furthermore, the interlayer superexchange mediated by the hybridized Gd-5$d$
and interstitial-$s$-like states involves intimate couplings between the spin,
lattice, and charge degrees of freedom, thereby inducing simultaneous magnetic,
structural, and electronic phase transitions. The resulting ground state with
the simple hexagonal lattice hosts massless Dirac fermions protected by
nonsymmorphic magnetic symmetry, as well as massive Dirac fermions. We thus
demonstrate that the anionic excess electrons in Gd$_2$O play a crucial role in
the emergence of magnetic Dirac semimetal states, therefore offering an
intriguing interplay between 2D magnetic electrides and topological physics.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
0706.2764
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Self-consistent calculations within the Extended Theory of Finite Fermi
Systems The Extended Theory of Finite Fermi Systems(ETFFS) describes nuclear
excitations considering phonons and pairing degrees of freedom, using
experimental single particle energies and the effective Landau-Migdal
interaction. Here we use the Skyrme interactions in order to extend the range
of applicability of the ETFFS to experimentally not yet investigated
short-lived isotopes. We find that Skyrme interactions which reproduce at the
mean field level both ground state properties and nuclear excitations are able
to describe the spreading widths of the giant resonances in the new approach,
but produce shifts of the centroid energies. A renormalization of the Skyrme
interactions is required for approaches going beyond the mean field level.
|
[
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
}
] |
1912.11424
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Inverse scattering transform for the Kundu-Eckhaus Equation with nonzero
boundary condition In this paper, we consider the initial value problem for both of the
defocusing and focusing Kundu-Eckhaus (KE) equation with non-zero boundary
conditions (NZBCs) at infinity by inverse scattering transform method. The
solutions of the KE equation with NZBCs can be reconstructed in terms of the
solution of an associated $2 \times 2$ matrix Riemann-Hilbert problem (RHP). In
our formulation, both the direct and the inverse problems are posed in terms of
a suitable uniformization variable which allows us to develop the IST on the
standard complex plane instead of a two-sheeted Riemann surface or the cut
plane with discontinuities along the cuts. Furthermore, on the one hand, we
obtain the N-soliton solutions with simple pole of the defocusing and focusing
KE equation with the NZBCs, especially, the explicit one-soliton solutions are
given in details. And we prove that the scattering data $a(\zeta)$ of the
defocusing KE equation can only have simple zeros. On the other hand, we also
obtain the soliton solutions with double pole of the focusing KE equation with
NZBCs. And we show that the double pole solutions can be viewed as some proper
limit of the two simple pole soliton solutions. Some dynamical behaviors and
typical collisions of the soliton solutions of both of the defocusing and
focusing KE equation are shown graphically.
|
[
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
}
] |
[
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
}
] |
1503.00460
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Quantum Reidemeister torsion, open Gromov-Witten invariants and a
spectral sequence of Oh We adapt classical Reidemeister torsion to monotone Lagrangian submanifolds
using the pearl complex of Biran and Cornea. The definition involves generic
choices of data and we identify a class of Lagrangians for which this torsion
is invariant and can be computed in terms of genus zero open Gromov-Witten
invariants. This class is defined by a vanishing property of a spectral
sequence of Oh in Lagrangian Floer theory.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
}
] |
1305.3754
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Small ancestry informative marker panels for complete classification
between the original four HapMap populations A protocol for the identification of ancestry informative markers (AIMs) from
genome-wide single nucleotide polymorphism (SNP) data is proposed. The protocol
consists of three main steps: (a) identification of potential positive
selection regions via Fst extremity measurement, (b) SNP screening via
two-stage attribute selection and (c) classification model construction using a
naive Bayes classifier. The two-stage attribute selection is composed of a
newly developed round robin symmetrical uncertainty ranking technique and a
wrapper embedded with a naive Bayes classifier. The protocol has been applied
to the HapMap Phase II data. Two AIM panels, which consist of 10 and 16 SNPs
that lead to complete classification between CEU, CHB, JPT and YRI populations,
are identified. Moreover, the panels are at least four times smaller than those
reported in previous studies. The results suggest that the protocol could be
useful in a scenario involving a larger number of populations.
|
[
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
}
] |
[
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
}
] |
1203.6903
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Early publications about nonzero cosmological constant In 2011 the Nobel Prize in Physics was awarded for the 1998 discovery of the
nonzero cosmological constant. This discovery is very important and surely
worth to receive the Nobel Prize. However, years earlier several papers had
been published (Paal, Horvath, & Lukacs 1992; Holba et al. 1992, Holba et al.
1994) about a very similar discovery from observational data.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
1510.00555
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Continuous Compressed Sensing of Inelastic and Quasielastic Helium Atom
Scattering Spectra
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
1307.6829
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Genetics of single-cell protein abundance variation in large yeast
populations
|
[
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
}
] |
[
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
}
] |
0810.0020
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Longitudinal parity-violating asymmetry in hadronic decays of weak
bosons in polarized proton collisions We investigate the possible measurement of parity-violating spin asymmetries
in jet pair production in proton-proton collisions at the Brookhaven
Relativistic Heavy Ion Collider (RHIC), with the goal to constrain
longitudinally polarized quark and antiquark distribution functions. A
measurable asymmetry could be observed in the vicinity of the massive weak W
boson resonance, where the parity-violating signal appears above the
parity-conserving background and is enhanced by interference of the strong and
electroweak production amplitudes. We discuss the potential for such
measurements, perhaps the first opportunity to measure a parity-violating
asymmetry in proton-proton collisions at RHIC. Sensitivity of this measurement
to the polarization of down-type antiquarks is demonstrated.
|
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
}
] |
[
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
}
] |
1803.09075
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Design of a sustainable pre-polarizing magnetic resonance imaging system
for infant hydrocephalus The need for affordable and appropriate medical technologies for developing
countries continue to rise as challenges such as inadequate energy supply,
limited technical expertise and poor infrastructure persists. Low-field MRI is
a technology that can be tailored to meet specific imaging needs within such
countries. Its low power requirements and the possibility of operating in
minimally shielded or unshielded environments make it especially attractive.
Although the technology has been widely demonstrated over several decades, it
is yet to be shown that it can be diagnostic and improve patient outcomes in
clinical applications. We here demonstrate the robustness of pre-polarizing MRI
(PMRI) technology for assembly and deployment in developing countries for the
specific application to infant hydrocephalus. Hydrocephalus treatment planning
and management requires modest spatial resolution, and only that the brain can
be distinguished from fluid - tissue contrast detail within the brain
parenchyma is not essential. We constructed an internally shielded PMRI system
based on the Lee-Whiting coil system with a 22 cm diameter of spherical volume.
In an unshielded room, projection phantom images were acquired at 113 kHz with
in-plane resolution of 3 mm x 3 mm, by introducing gradient fields of
sufficient magnitude to dominate the 5000ppm inhomogeneity of the readout
field. The low cost, straightforward assembly, deployment potential, and
maintenance requirements demonstrate the suitability of our PMRI system for
developing countries. Further improvement in the image spatial resolution and
contrast of low-field MRI will broaden its potential clinical utility beyond
hydrocephalus.
|
[
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
}
] |
1312.7288
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: The Science of al-Biruni
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
}
] |
patt-sol/9305001
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Pattern formation during Rayleigh-B\'enard convection in non-Boussinesq
fluids Motivated by recent experimental studies of Bodenschatz et al. [E.
Bodenschatz, J.R. de Bruyn, G. Ahlers and D.S. Cannell, Phys. Rev. Lett. {\bf
67}, 3078 (1991) ], we present a numerical study of a generalized two
dimensional Swift-Hohenberg equation to model pattern formation in
Rayleigh-B\'enard convection in a non-Boussinesq fluid. It is shown that many
of the features observed in these experiments can be reproduced by this
generalized model that explicitly includes non-Boussinesq and mean flow
effects. The spontaneous formation of hexagons, rolls, and a rotating spiral
pattern is studied, as well as the transitions and competition among them. Mean
flow, non-Boussinesq effects, the geometric shape of the lateral wall, and
sidewall forcing are all shown to be crucial in the formation of the rotating
spirals. We also study nucleation and growth of hexagonal patterns and find
that the front velocity in this two dimensional model is consistent with the
prediction of marginal stability theory for one dimensional fronts.
|
[
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
}
] |
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
1511.01259
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Transforming Wikipedia into an Ontology-based Information Retrieval
Search Engine for Local Experts using a Third-Party Taxonomy
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
1204.2388
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Effect of spectral modification of $\rho$ on shear viscosity of a pion
gas We evaluate the shear viscosity of a pion gas in the relativistic kinetic
theory approach. The in-medium propagator of the $\rho$ meson at finite
temperature is used to evaluate the $\pi-\pi$ scattering amplitude in the
medium. The real and imaginary parts of the self-energy calculated from
one-loop diagrams are seen to have noticeable effects on the scattering
cross-section. The consequences on temperature dependence of the shear
viscosity evaluated in the Chapman-Enskog and relaxation time approximations
are studied.
|
[
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
}
] |
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
}
] |
1702.06674
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Unsupervised Diverse Colorization via Generative Adversarial Networks Colorization of grayscale images has been a hot topic in computer vision.
Previous research mainly focuses on producing a colored image to match the
original one. However, since many colors share the same gray value, an input
grayscale image could be diversely colored while maintaining its reality. In
this paper, we design a novel solution for unsupervised diverse colorization.
Specifically, we leverage conditional generative adversarial networks to model
the distribution of real-world item colors, in which we develop a fully
convolutional generator with multi-layer noise to enhance diversity, with
multi-layer condition concatenation to maintain reality, and with stride 1 to
keep spatial information. With such a novel network architecture, the model
yields highly competitive performance on the open LSUN bedroom dataset. The
Turing test of 80 humans further indicates our generated color schemes are
highly convincible.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
0808.1511
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: A mathematical interpretation of the Feynman path integral equivalent to
the formalism of Green functions
|
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
}
] |
[
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
2203.05807
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Improve Convolutional Neural Network Pruning by Maximizing Filter
Variety Neural network pruning is a widely used strategy for reducing model storage
and computing requirements. It allows to lower the complexity of the network by
introducing sparsity in the weights. Because taking advantage of sparse
matrices is still challenging, pruning is often performed in a structured way,
i.e. removing entire convolution filters in the case of ConvNets, according to
a chosen pruning criteria. Common pruning criteria, such as l1-norm or
movement, usually do not consider the individual utility of filters, which may
lead to: (1) the removal of filters exhibiting rare, thus important and
discriminative behaviour, and (2) the retaining of filters with redundant
information. In this paper, we present a technique solving those two issues,
and which can be appended to any pruning criteria. This technique ensures that
the criteria of selection focuses on redundant filters, while retaining the
rare ones, thus maximizing the variety of remaining filters. The experimental
results, carried out on different datasets (CIFAR-10, CIFAR-100 and
CALTECH-101) and using different architectures (VGG-16 and ResNet-18)
demonstrate that it is possible to achieve similar sparsity levels while
maintaining a higher performance when appending our filter selection technique
to pruning criteria. Moreover, we assess the quality of the found sparse
sub-networks by applying the Lottery Ticket Hypothesis and find that the
addition of our method allows to discover better performing tickets in most
cases
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
}
] |
2002.10309
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Uncertainty based Class Activation Maps for Visual Question Answering Understanding and explaining deep learning models is an imperative task.
Towards this, we propose a method that obtains gradient-based certainty
estimates that also provide visual attention maps. Particularly, we solve for
visual question answering task. We incorporate modern probabilistic deep
learning methods that we further improve by using the gradients for these
estimates. These have two-fold benefits: a) improvement in obtaining the
certainty estimates that correlate better with misclassified samples and b)
improved attention maps that provide state-of-the-art results in terms of
correlation with human attention regions. The improved attention maps result in
consistent improvement for various methods for visual question answering.
Therefore, the proposed technique can be thought of as a recipe for obtaining
improved certainty estimates and explanations for deep learning models. We
provide detailed empirical analysis for the visual question answering task on
all standard benchmarks and comparison with state of the art methods.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
1802.01443
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Population transfer at exceptional points in spectra of the hydrogen
atom in parallel electric and magnetic fields We study the population transfer between resonance states for a
time-dependent loop around exceptional points in spectra of the hydrogen atom
in parallel electric and magnetic fields. Exceptional points are well-suited
for population transfer mechanisms, since a closed loop around these in
parameter space commutes eigenstates. We address the question how shape and
duration of the dynamical parameter loop affects the transferred population, in
order to optimize the latter. Since the full quantum dynamics of the expansion
coefficients is time-consuming, we furthermore present an approximation method,
based on a $2\times 2$ matrix.
|
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
}
] |
1609.08641
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Graphical modelling of multivariate spatial point processes with
continuous marks This paper is the second in a series of papers which combine graphical
modelling and marked spatial point patterns. Extending the previous results of
\cite Eckardt (2016a), we introduce a marked spatial dependence graph model
which depicts the global dependence structure of quantitatively marked
multi-type points that occur in space based on the marked conditional partial
spectral coherence. Most beneficial, no structural assumption with respect to
the characteristics in the data are to be made prior to analysis. This approach
presents a computationally efficient method of pattern recognition in highly
structured and high dimensional multi-type spatial point processes where also
quantitative marks are available. Unlike all previous methods, our new model
permits the simultaneous analysis of all multivariate conditional
interrelations. The new technique is illustrated analysing the diameter at
breast hight of 37 different tree species recorded at 10053 locations in Duke
Forest.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
}
] |
[
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
}
] |
1408.3126
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Using Large Scale Structure to test Multifield Inflation
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
}
] |
1606.06469
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A fixed point theorem for monotone asyptotic nonexpansive mappings Let C be a nonempty, bounded, closed, and convex subset of a Banach space X
and $T : C \rightarrow C$ be a monotone asymptotic nonexpansive mapping. In
this paper, we investigate the existence of fixed points of T. In particular,
we establish an analogue to the original Goebel and Kirk's fixed point theorem
for asymptotic nonexpansive mappings.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
}
] |
1611.01063
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Stochastic Invariants for Probabilistic Termination Termination is one of the basic liveness properties, and we study the
termination problem for probabilistic programs with real-valued variables.
Previous works focused on the qualitative problem that asks whether an input
program terminates with probability~1 (almost-sure termination). A powerful
approach for this qualitative problem is the notion of ranking supermartingales
with respect to a given set of invariants. The quantitative problem
(probabilistic termination) asks for bounds on the termination probability. A
fundamental and conceptual drawback of the existing approaches to address
probabilistic termination is that even though the supermartingales consider the
probabilistic behavior of the programs, the invariants are obtained completely
ignoring the probabilistic aspect.
In this work we address the probabilistic termination problem for
linear-arithmetic probabilistic programs with nondeterminism. We define the
notion of {\em stochastic invariants}, which are constraints along with a
probability bound that the constraints hold. We introduce a concept of {\em
repulsing supermartingales}. First, we show that repulsing supermartingales can
be used to obtain bounds on the probability of the stochastic invariants.
Second, we show the effectiveness of repulsing supermartingales in the
following three ways: (1)~With a combination of ranking and repulsing
supermartingales we can compute lower bounds on the probability of termination;
(2)~repulsing supermartingales provide witnesses for refutation of almost-sure
termination; and (3)~with a combination of ranking and repulsing
supermartingales we can establish persistence properties of probabilistic
programs.
We also present results on related computational problems and an experimental
evaluation of our approach on academic examples.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
1808.05515
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Magnetic field as a tracer for studying the differential rotation of the
solar corona The differential rotation of the solar corona for the period 1976-2004 was
studied as a function of the distance from the center of the Sun. For this
study, we developed a method using the coronal magnetic field as a tracer. The
field in a spherical layer from the base of the corona up to the source surface
was determined from photospheric measurements. Calculations were performed for
14 heliocentric distances from the base of the corona up to 2.45 solar radii
and from the equator to about 75 degrees of latitude at 5 degrees steps. For
each day, we calculated three components, which were then used to obtain the
field strength. The coronal rotation periods were determined by the periodogram
method for all distances and latitudes under consideration. The variations in
the coronal rotation during the time interval 1976-2004 were as follows: the
gradient of differential rotation decreased with the increase of heliocentric
distance; the rotation remaining differential even in the vicinity of the
source surface. The largest rotation rates were recorded at the cycle minimum
at small heights in the corona. The lowest rotation rate was observed at the
middle of the ascending branch at large distances. At the minimum of the cycle,
the differential rotation is most clearly pronounced, especially at small
heliocentric distances. As the distance increases, the differential gradient
decreases in all phases. The results based on magnetic data and on the
brightness of the coronal green line 530.3nm FeXIV used earlier show a
satisfactory agreement. Since the rotation of the magnetic field at the
corresponding heights in the corona is probably determined by the conditions in
the field generation region, an opportunity arises to use this method for
diagnostics of differential rotation in the subphotospheric layers.
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
2106.03592
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Excitons and carriers in transient absorption and time-resolved ARPES
spectroscopy: an abinitio approach
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
}
] |
cond-mat/0406222
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Effect of stimulated radiation processes on formation of tracks and
nanocavities in solids
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
}
] |
1911.05308
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Impulse Control with Discontinuous Setup Costs: Discounted Cost
Criterion This paper studies a continuous-review backlogged inventory model considered
by Helmes et al. (2015) but with discontinuous quantity-dependent setup cost
for each order. In particular, the setup cost is characterized by a two-step
function and a higher cost would be charged once the order quantity exceeds a
threshold $Q$. Unlike the optimality of $(s,S)$-type policy obtained by Helmes
et al. (2015) for continuous setup cost with the discounted cost criterion, we
find that, in our model, although some $(s,S)$-type policy is indeed optimal in
some cases, the $(s,S)$-type policy can not always be optimal. In particular,
we show that there exist cases in which an $(s,S)$ policy is optimal for some
initial levels but it is strictly worse than a generalized $(s,\{S(x):x\leq
s\})$ policy for the other initial levels. Under $(s,\{S(x):x\leq s\})$ policy,
it orders nothing for $x>s$ and orders up to level $S(x)$ for $x\leq s$, where
$S(x)$ is a non-constant function of $x$. We further prove the optimality of
such $(s,\{S(x):x\leq s\})$ policy in a large subset of admissible policies for
those initial levels. Moreover, the optimality is obtained through establishing
a more general lower bound theorem which will also be applicable in solving
some other optimization problems by the common lower bound approach.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
}
] |
1105.5954
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Penalty Methods for the Solution of Discrete HJB Equations -- Continuous
Control and Obstacle Problems In this paper, we present a novel penalty approach for the numerical solution
of continuously controlled HJB equations and HJB obstacle problems. Our results
include estimates of the penalisation error for a class of penalty terms, and
we show that variations of Newton's method can be used to obtain globally
convergent iterative solvers for the penalised equations. Furthermore, we
discuss under what conditions local quadratic convergence of the iterative
solvers can be expected. We include numerical results demonstrating the
competitiveness of our methods.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
}
] |
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
}
] |
1912.06441
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: High order difference schemes using the Local Anisotropic Basis Function
Method Mesh-free methods have significant potential for simulations in complex
geometries, as the time consuming process of mesh-generation is avoided.
Smoothed Particle Hydrodynamics (SPH) is the most widely used mesh-free method,
but suffers from a lack of consistency. High order, consistent, and local
(using compact computational stencils) mesh-free methods are particularly
desirable. Here we present a novel framework for generating local high order
difference operators for arbitrary node distributions, referred to as the Local
Anisotropic Basis Function Method (LABFM). Weights are constructed from linear
sums of anisotropic basis functions (ABFs), chosen to ensure exact reproduction
of polynomial fields up to a given order. The ABFs are based on a fundamental
Radial Basis Function (RBF), and the choice of fundamental RBF has small effect
on accuracy, but influences stability. LABFM is able to generate high order
difference operators with compact computational stencils (4th order with 25
nodes, 8th order with 60 nodes in two dimensions). At domain boundaries (with
incomplete support) LABFM automatically provides one-sided differences of the
same order as the internal scheme, up to 4th order. We use the method to solve
elliptic, parabolic and mixed hyperbolic-parabolic PDEs, showing up to 8th
order convergence. The inclusion of hyperviscosity is straightforward, and can
effectively provide stability when solving hyperbolic problems. LABFM is a
promising new mesh-free method for the numerical solution of PDEs in complex
geometries. The method is highly scalable, and for Eulerian schemes, the
computational efficiency is competitive with RBF-FD for a given accuracy. A
particularly attractive feature is that in the low order limit, LABFM collapses
to SPH, and there is potential for Arbitrary Lagrangian-Eulerian schemes with
natural adaptivity of resolution and accuracy.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
}
] |
astro-ph/0112032
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: General Relativistic Electromagnetic Fields of a Slowly Rotating
Magnetized Neutron Star. II. Solution of the Induction Equations We have solved numerically the general relativistic induction equations in
the interior background spacetime of a slowly rotating magnetized neutron star.
The analytic form of these equations was discussed in a recent paper (Rezzolla
et al 2001a), where corrections due both to the spacetime curvature and to the
dragging of reference frames were shown to be present. Through a number of
calculations we have investigated the evolution of the magnetic field with
different rates of stellar rotation, different inclination angles between the
magnetic moment and the rotation axis, as well as different values of the
electrical conductivity. All of these calculations have been performed for a
constant temperature relativistic polytropic star and make use of a consistent
solution of the initial value problem which avoids the use of artificial
analytic functions. Our results show that there exist general relativistic
effects introduced by the rotation of the spacetime which tend to decrease the
decay rate of the magnetic field. The rotation-induced corrections are however
generally hidden by the high electrical conductivity of the neutron star matter
and when realistic values for the electrical conductivity are considered, these
corrections become negligible even for the fastest known pulsar.
|
[
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
1905.05141
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Moment Identifiability of Homoscedastic Gaussian Mixtures We consider the problem of identifying a mixture of Gaussian distributions
with same unknown covariance matrix by their sequence of moments up to certain
order. Our approach rests on studying the moment varieties obtained by taking
special secants to the Gaussian moment varieties, defined by their natural
polynomial parametrization in terms of the model parameters. When the order of
the moments is at most three, we prove an analogue of the Alexander-Hirschowitz
theorem classifying all cases of homoscedastic Gaussian mixtures that produce
defective moment varieties. As a consequence, identifiability is determined
when the number of mixed distributions is smaller than the dimension of the
space. In the two component setting we provide a closed form solution for
parameter recovery based on moments up to order four, while in the one
dimensional case we interpret the rank estimation problem in terms of secant
varieties of rational normal curves.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
}
] |
0906.1684
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Dynamics and energy landscape in a tetrahedral network glass-former:
Direct comparison with models of fragile liquids We report Molecular Dynamics simulations for a new model of tetrahedral
network glass-former, based on short-range, spherical potentials. Despite the
simplicity of the forcefield employed, our model reproduces some essential
physical properties of silica, an archetypal network-forming material.
Structural and dynamical properties, including dynamic heterogeneities and the
nature of local rearrangements, are investigated in detail and a direct
comparison with models of close-packed, fragile glass-formers is performed. The
outcome of this comparison is rationalized in terms of the properties of the
Potential Energy Surface, focusing on the unstable modes of the stationary
points. Our results indicate that the weak degree of dynamic heterogeneity
observed in network glass-formers may be attributed to an excess of localized
unstable modes, associated to elementary dynamical events such as bond breaking
and reformation. On the contrary, the more fragile Lennard-Jones mixtures are
characterized by a larger fraction of extended unstable modes, which lead to a
more cooperative and heterogeneous dynamics.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
1111.1207
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Types of topological surface states in nodal noncentrosymmetric
superconductors Nodal noncentrosymmetric superconductors have topologically nontrivial
properties manifested by protected zero-energy surface states. Specifically, it
was recently found that zero-energy surface flat bands of topological origin
appear at their surface. We show that the presence of certain inversion-type
lattice symmetries can give rise to additional topological features of the gap
nodes, resulting in surface states forming one-dimensional arcs connecting the
projections of two nodal rings. In addition, we demonstrate that Majorana
surface states can appear at time-reversal-invariant momenta of the surface
Brillouin zone, even when the system is not fully gapped in the bulk. Within a
continuum theory we derive the topological invariants that protect these
different types of zero-energy surface states. We independently derive general
conditions for the existence of zero-energy surface bound states using the
complementary quasiclassical scattering theory, explicitly taking into account
the effects of spin-orbit splitting of the bands. We compute surface
bound-state spectra for various crystal point-group symmetries and
orbital-angular-momentum pairing states. Finally, we examine the signatures of
the arc surface states and of the zero-energy surface flat bands in
tunneling-conductance spectra and discuss how topological phase transitions in
noncentrosymmetric superconductors could be observed in experiments.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
}
] |
0802.1688
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Observation of Ultra-narrow Electromagnetically Induced Transparency and
Slow Light using Purely Electronic Spins in a Hot Atomic Vapor Electromagnetically induced transparency (EIT) is observed in gaseous 4He at
room temperature. Ultra-narrow (less than 10 kHz) EIT windows are obtained for
the first time for purely electronic spins in the presence of Doppler
broadening. The positive role of collisions is emphasized through measurements
of the power dependence of the EIT resonance. Measurement of slow light opens
up possible ways to applications.
|
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
}
] |
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
}
] |
2102.03012
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with
Incremental Learning DNN-based video analytics have empowered many new applications (e.g.,
automated retail). Meanwhile, the proliferation of fog devices provides
developers with more design options to improve performance and save cost. To
the best of our knowledge, this paper presents the first serverless system that
takes full advantage of the client-fog-cloud synergy to better serve the
DNN-based video analytics. Specifically, the system aims to achieve two goals:
1) Provide the optimal analytics results under the constraints of lower
bandwidth usage and shorter round-trip time (RTT) by judiciously managing the
computational and bandwidth resources deployed in the client, fog, and cloud
environment. 2) Free developers from tedious administration and operation
tasks, including DNN deployment, cloud and fog's resource management. To this
end, we implement a holistic cloud-fog system referred to as VPaaS
(Video-Platform-as-a-Service). VPaaS adopts serverless computing to enable
developers to build a video analytics pipeline by simply programming a set of
functions (e.g., model inference), which are then orchestrated to process
videos through carefully designed modules. To save bandwidth and reduce RTT,
VPaaS provides a new video streaming protocol that only sends low-quality video
to the cloud. The state-of-the-art (SOTA) DNNs deployed at the cloud can
identify regions of video frames that need further processing at the fog ends.
At the fog ends, misidentified labels in these regions can be corrected using a
light-weight DNN model. To address the data drift issues, we incorporate
limited human feedback into the system to verify the results and adopt
incremental learning to improve our system continuously. The evaluation
demonstrates that VPaaS is superior to several SOTA systems: it maintains high
accuracy while reducing bandwidth usage by up to 21%, RTT by up to 62.5%, and
cloud monetary cost by up to 50%.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
2101.06066
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Unstructured Knowledge Access in Task-oriented Dialog Modeling using
Language Inference, Knowledge Retrieval and Knowledge-Integrative Response
Generation Dialog systems enriched with external knowledge can handle user queries that
are outside the scope of the supporting databases/APIs. In this paper, we
follow the baseline provided in DSTC9 Track 1 and propose three subsystems,
KDEAK, KnowleDgEFactor, and Ens-GPT, which form the pipeline for a
task-oriented dialog system capable of accessing unstructured knowledge.
Specifically, KDEAK performs knowledge-seeking turn detection by formulating
the problem as natural language inference using knowledge from dialogs,
databases and FAQs. KnowleDgEFactor accomplishes the knowledge selection task
by formulating a factorized knowledge/document retrieval problem with three
modules performing domain, entity and knowledge level analyses. Ens-GPT
generates a response by first processing multiple knowledge snippets, followed
by an ensemble algorithm that decides if the response should be solely derived
from a GPT2-XL model, or regenerated in combination with the top-ranking
knowledge snippet. Experimental results demonstrate that the proposed pipeline
system outperforms the baseline and generates high-quality responses, achieving
at least 58.77% improvement on BLEU-4 score.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
}
] |
1109.4124
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Cumulative compressibility effects on population dynamics in turbulent
flows Bacteria and plankton populations living in oceans and lakes reproduce and
die under the in- fluence of turbulent currents. Turbulent transport interacts
in a complex way with the dynamics of populations because the typical
reproduction time of microorganism is within the inertial range of turbulent
time scales. In the present manuscript we quantitatively investigate the effect
of flow compressibility on the dynamics of populations. While a small
compressibility can be induced by several physical mechanisms, like density
mismatch or the finite size of microorganisms with respect to the fluid
turbulence, its effect on the the carrying capacity of the ecosystem can be
dramatic. We report, for the first time, how a small compressibility can
produce a sizeable reduction in the carrying capacity, due to an integrated
effect made possible by the long replication times of the organisms with
respect to turbulent time scales. A full statistical quantification of the
fluctuations of population concentration field leads to data collapse over a
broad range in parameter space.
|
[
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
}
] |
[
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
}
] |
1011.0779
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: The orbit and distance of WR140
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
}
] |
0811.2733
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Slow decay of Gibbs measures with heavy tails We consider Glauber dynamics reversible with respect to Gibbs measures with
heavy tails. Spins are unbounded. The interactions are bounded and finite
range. The self potential enters into two classes of measures, $\kappa$-concave
probability measure and sub-exponential laws, for which it is known that no
exponential decay can occur. We prove, using coercive inequalities, that the
associated infinite volume semi-group decay to equilibrium polynomially and
stretched exponentially, respectively. Thus improving and extending previous
results by Bobkov and Zegarlinski.
|
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
}
] |
1712.01643
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Discriminant Projection Representation-based Classification for Vision
Recognition Representation-based classification methods such as sparse
representation-based classification (SRC) and linear regression classification
(LRC) have attracted a lot of attentions. In order to obtain the better
representation, a novel method called projection representation-based
classification (PRC) is proposed for image recognition in this paper. PRC is
based on a new mathematical model. This model denotes that the 'ideal
projection' of a sample point $x$ on the hyper-space $H$ may be gained by
iteratively computing the projection of $x$ on a line of hyper-space $H$ with
the proper strategy. Therefore, PRC is able to iteratively approximate the
'ideal representation' of each subject for classification. Moreover, the
discriminant PRC (DPRC) is further proposed, which obtains the discriminant
information by maximizing the ratio of the between-class reconstruction error
over the within-class reconstruction error. Experimental results on five
typical databases show that the proposed PRC and DPRC are effective and
outperform other state-of-the-art methods on several vision recognition tasks.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
}
] |
1312.5807
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Block Sampling under Strong Dependence The paper considers the block sampling method for long-range dependent
processes. Our theory generalizes earlier ones by Hall, Jing and Lahiri (1998)
on functionals of Gaussian processes and Nordman and Lahiri (2005) on linear
processes. In particular, we allow nonlinear transforms of linear processes.
Under suitable conditions on physical dependence measures, we prove the
validity of the block sampling method. The problem of estimating the
self-similar index is also studied.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
}
] |
[
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
}
] |
1712.01062
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: MADMAX: A new road to axion dark matter detection The axion is a hypothetical low-mass boson predicted by the Peccei-Quinn
mechanism solving the strong CP problem. It is naturally also a cold dark
matter candidate if its mass is below $\sim$\,1\,meV, thus simultaneously
solving two major problems of nature. All existing experimental efforts to
detect QCD axions focus on a range of axion masses below $\sim$\,25$\,\mu$eV.
The mass range above $\sim$\,40$\,\mu$eV, predicted by modern models in which
the Peccei-Quinn symmetry was restored after inflation, could not be explored
so far. The MADMAX project is designed to be sensitive for axions with masses
(40--400$)\,\mu$eV. The experimental design is based on the idea of enhanced
axion-photon conversion in a system with several layers with alternating
dielectric constants. The concept and the proposed design of the MADMAX
experiment are discussed. Measurements taken with a prototype test setup are
discussed. The prospects for reaching sensitivity enough to cover the parameter
space predicted for QCD dark matter axions with mass in the range around
100\,$\mu$eV is presented.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
}
] |
gr-qc/9606050
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Noether symmetries in Bianchi universes We use our N\"other Symmetry Approach to study the Einstein equations
minimally coupled with a scalar field, in the case of Bianchi universes of
class A and B. Possible cases, when such symmetries exist, are found and two
examples of exact integration of the equations of motion are given in the cases
of Bianchi AI and BV.
|
[
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
[
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
}
] |
math/0701803
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A note on weak convergence of random step processes First, sufficient conditions are given for a triangular array of random
vectors such that the sequence of related random step functions converges
towards a (not necessarily time homogeneous) diffusion process. These
conditions are weaker and easier to check than the existing ones in the
literature, and they are derived from a very general semimartingale convergence
theorem due to Jacod and Shiryaev, which is hard to use directly. Next,
sufficient conditions are given for convergence of stochastic integrals of
random step functions, where the integrands are functionals of the integrators.
This result covers situations which can not be handled by existing ones.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
}
] |
1111.5079
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: The Equation of State of the Unitary Fermi Gas: An Update on Lattice
Calculations The thermodynamic properties of the unitary Fermi gas (UFG) have recently
been measured to unprecedented accuracy at the MIT. In particular, these
measurements provide an improved understanding of the regime below T/eF ~ 0.20,
where a transition into a superfluid phase occurs. In light of this
development, we present an overview of state-of-the-art auxiliary field quantum
Monte Carlo (AFQMC) results for the UFG at finite temperature and compare them
with the MIT data for the energy, chemical potential, and density. These AFQMC
results have been obtained using methods based on the hybrid Monte Carlo (HMC)
algorithm, which was first introduced within the context of lattice QCD.
|
[
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
10.1101/2021.02.06.21251250
|
Instruct: Identify the main category of Medrxiv papers based on the titles
Query: Correction of measurement error in a commercial multiple-breath washout device
|
[
{
"docid": "2",
"text": "The categories of this paper are: medicine",
"title": ""
},
{
"docid": "59",
"text": "The categories of this paper are: respiratory",
"title": ""
}
] |
[
{
"docid": "19",
"text": "The categories of this paper are: public",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: reproductive",
"title": ""
},
{
"docid": "45",
"text": "The categories of this paper are: pharmacology",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: epidemiology",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: quality",
"title": ""
},
{
"docid": "48",
"text": "The categories of this paper are: critical",
"title": ""
},
{
"docid": "67",
"text": "The categories of this paper are: transplantation",
"title": ""
},
{
"docid": "52",
"text": "The categories of this paper are: nursing",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: nutrition",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: physical",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: allergy",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: global",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: genomic",
"title": ""
},
{
"docid": "44",
"text": "The categories of this paper are: endocrinology",
"title": ""
},
{
"docid": "41",
"text": "The categories of this paper are: nephrology",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: rehabilitation",
"title": ""
}
] |
1703.02494
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Global uniqueness of large stable CMC spheres in asymptotically flat
Riemannian three-manifolds
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
}
] |
2012.03132
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Current MD forcefields fail to capture key features of protein structure
and fluctuations: A case study of cyclophilin A and T4 lysozyme Globular proteins undergo thermal fluctuations in solution, while maintaining
an overall well-defined folded structure. In particular, studies have shown
that the core structure of globular proteins differs in small, but significant
ways when they are solved by x-ray crystallography versus solution-based NMR
spectroscopy. Given these discrepancies, it is unclear whether molecular
dynamics (MD) simulations can accurately recapitulate protein conformations. We
therefore perform extensive MD simulations across multiple force fields and
sampling techniques to investigate the degree to which computer simulations can
capture the ensemble of conformations observed in experiments. By analyzing
fluctuations in the atomic coordinates and core packing, we show that
conformations sampled in MD simulations both move away from and sample a larger
conformational space than the ensemble of structures observed in NMR
experiments. However, we find that adding inter-residue distance restraints
that match those obtained via Nuclear Overhauser Effect measurements enables
the MD simulations to sample more NMR-like conformations, though significant
differences between the core packing features in restrained MD and the NMR
ensemble remain. Given that the protein structures obtained from the MD
simulations possess smaller and less dense protein cores compared to those
solved by NMR, we suggest that future improvements to MD forcefields should aim
to increase the packing of hydrophobic residues in protein cores.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
}
] |
1307.8003
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Galois representations and torsion in the coherent cohomology of Hilbert
modular varieties
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
}
] |
2104.05193
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Spin-flop led peculiar behavior of temperature-dependent anomalous Hall
effect in Hf/Gd-Fe-Co
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
}
] |
2109.12623
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Phase equilibria -- thermal conductivity relationship within
multicomponent Phase Change Materials from 273 K up to above the melting
temperature Among all the properties required for the design of the next generation of
PCM (density, heat capacity, thermal expansion, latent energy, volume change
upon melting, corrosion rate, etc.) the thermal transport properties are by far
the least known, especially for molten salt mixtures and solid solutions. We
present in this paper a theoretical framework for accurate predictions of
thermal conductivity of multicomponent salt-based PCM, from 273.15 K up to
above melting temperature. The solid phase is considered as a microstructure
with its proper temperature dependent parameters: phase volume fraction, grain
size distribution, porosity, etc. As case studies, five new potential PCMs for
CSP applications are considered. Their thermal conductivity is estimated as a
function of temperature, from room temperature to 200 K above their melting
point. The predictive capability of the proposed framework is discussed based
on a comparison with available experimental data. The effect of equilibrium and
non-equilibrium microstructural parameters (i.e. phase fraction, phase
composition, average grain size, inter-grain, and intra-grain porosity) on the
effective thermal conductivity of the solid states of the promising chloride
PCMs is discussed. Lastly, recommendations for the design of next generations
of PCM materials are suggested in order to improve their thermal transport
properties.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
}
] |
2009.11855
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the Uniqueness of Solutions for the Basis Pursuit in the Continuum This paper studies the continuous-domain inverse problem of recovering Radon
measures on the one-dimensional torus from low-frequency Fourier coefficients,
where Kc is the cutoff frequency. Our approach consists in minimizing the
total-variation norm among all Radon measures that are consistent with the
observations. We call this problem the basis pursuit in the continuum (BPC). We
characterize the solution set of (BPC) in terms of uniqueness and describe its
sparse solutions which are sums of few signed Dirac masses. The
characterization is determined by the spectrum of a Toeplitz and
Hermitian-symmetric matrix that solely depends on the observations. More
precisely, we prove that (BPC) has a unique solution if and only if this matrix
is neither positive definite nor negative definite. If it has both a positive
and negative eigenvalue, then the unique solution is the sum of at most $2K_c$
Dirac masses, with at least one positive and one negative weight. If this
matrix is positive (respectively negative) semi-definite and rank deficient,
then the unique solution is composed of a number of Dirac masses equal to the
rank of the matrix, all of which have nonnegative (respectively nonpositive)
weights. Finally, in cases where (BPC) has multiple solutions, we demonstrate
that there are infinitely many solutions composed of $K_c + 1$ Dirac masses,
with nonnegative (respectively nonpositive) weights if the matrix is positive
(respectively negative) definite.
|
[
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
1706.00300
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Biglobal instabilities of compressible open-cavity flows The stability characteristics of compressible spanwise-periodic open-cavity
flows are investigated with direct numerical simulation and biglobal stability
analysis for rectangular cavities with aspect ratios of $L/D=2$ and 6. This
study examines the behavior of instabilities with respect to stable/unstable
steady states in the laminar regimes for subsonic and transonic conditions
where compressibility plays an important role. It is observed that an increase
in Mach number destabilizes the flow in the subsonic regime and stabilizes the
flow in the transonic regime. Biglobal stability analysis is conducted to
extract 2D and 3D eigenmodes for prescribed spanwise wavelengths about the 2D
steady state. The properties of 2D eigenmodes agree well with those observed in
the 2D nonlinear simulations. In the analysis of 3D eigenmodes, it is found
that an increase of Mach number stabilizes dominant 3D eigenmodes. For a short
cavity with $L/D=2$, the 3D eigenmodes primarily stem from centrifugal
instabilities. For a long cavity with $L/D=6$, other types of eigenmodes appear
whose structures extend from the aft-region to the mid-region of the cavity. A
selected number of 3D DNS are performed at $M_\infty=0.6$. For $L/D=2$, the
properties of 3D structures present in the 3D nonlinear flow correspond closely
to those obtained from linear stability analysis. However, for $L/D=6$, the 3D
eigenmodes cannot be clearly observed in the 3D DNS, due to the strong
nonlinearity that develops over the length of the cavity. In addition, it is
noted that three-dimensionality in the flow helps alleviate violent
oscillations for the long cavity. The analysis performed in this paper can
provide valuable insights for designing effective flow control strategies to
suppress undesirable aerodynamic and pressure fluctuations in compressible
open-cavity flows.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
}
] |
2108.09370
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Nonlinearity Attack against the Kirchhoff-Law-Johnson-Noise (KLJN)
Secure Key Exchange Protocol This paper introduces a new attack against the Kirchhoff-Law-Johnson-Noise
(KLJN) secure key exchange scheme. The attack is based on the nonlinearity of
the noise generators. We explore the effect of total distortion (TD) at the
second order (D2), third order (D3), and a combination of the second and third
orders (D2,3) on the security of the KLJN scheme. It is demonstrated that a as
little as 1% results in a notable power flow along the information channel,
which leads to a significant information leak. We also show that decreasing the
effective temperature (that is, the wire voltage) and, in this way reducing
nonlinearity, results in the KLJN scheme approaching perfect security.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
}
] |
2011.09601
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Personal Ultraviolet Respiratory Germ Eliminating Machine
(PUR$\diamond$GEM) for COVID-19 The current COVID-19 pandemic has highlighted the need for cheap reusable
personal protective equipment. The disinfection properties of Ultraviolet (UV)
radiation in the 200-300 nm have been long known and documented. Many solutions
using UV radiation, such as cavity disinfection and whole room decontamination
between uses, are in use in various industries, including healthcare. Here we
propose a portable wearable device which can safely, efficiently and
economically, continuously disinfect inhaled/exhaled air using UV radiation
with possible 99.99% virus elimination. We utilize UV radiation in the 260 nm
range where no ozone is produced, and because of the self-contained UV chamber,
there would be no UV exposure to the user. We have optimized the cavity design
such that an amplification of 10-50 times the irradiated UV power may be
obtained. This is crucial in ensuring enough UV dosage is delivered to the air
flow during breathing. Further, due to the turbulent nature of airflow, a
series of cavities is proposed to ensure efficient actual disinfection. The
Personal Ultraviolet Respiratory Germ Eliminating Machine (PUR$\diamond$GEM)
can be worn by people or attached to devices such as ventilator
exhausts/intakes, or be used free-standing as a portable local air disinfection
unit, offering modularity with multiple avenues of usage. Patent pending.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
}
] |
1507.06012
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Implicit Large Eddy Simulation of a wingtip vortex at $Re_c = 1.2\cdot
10^6$
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
1211.0638
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Why the Decision Theoretic Perspective Misrepresents Frequentist
Inference: 'Nuts and Bolts' vs. Learning from Data The primary objective of this paper is to revisit and make a case for the
merits of R.A. Fisher's objections to the decision-theoretic framing of
frequentist inference. It is argued that this framing is congruent with the
Bayesian but incongruent with the frequentist inference. It provides the
Bayesian approach with a theory of optimal inference, but it misrepresents the
theory of optimal frequentist inference by framing inferences solely in terms
of the universal quantifier `for all values of theta in the parameter space'.
This framing is at odds with the primary objective of model-based frequentist
inference, which is to learn from data about the true value of theta (unknown
parameter(s)); the one that gave rise to the particular data. The frequentist
approach relies on factual (estimation, prediction), as well as hypothetical
(testing) reasoning whose primary aim is to learn from data about the true
theta. The paper calls into question the appropriateness of admissibility and
reassesses Stein's paradox as it relates to the capacity of frequentist
estimators to pinpoint the true theta. The paper also compares and contrasts
loss-based errors with traditional frequentist errors, such as coverage, type I
and II; the former are attached to {\theta}, but the latter to the inference
procedure itself.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
cond-mat/0105414
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Counting statistics for arbitrary cycles in quantum pumps Statistics of charge transport in an adiabatic pump are determined by the
dynamics of the scattering matrix S(t). We show that, up to an integer offset,
the statistics depend only on the corresponding path N(t)=S^\dagger\sigma_3 S
in the coset space (the sphere for a single channel). For a general loop S(t)
we solve for the noise-minimizing pumping strategy. The average current is
given by the area enclosed by N(t) in the coset space; its minimal noise by the
area of a minimal surface (soap film) spanned by N(t) in the space of all
matrices. We formulate conditions for quantization of the pumped charge.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
}
] |
1212.3160
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Uniform Hyperbolicity of the Graphs of Curves
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
}
] |
1106.0736
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Distributed Stochastic Power Control in Ad-hoc Networks: A Nonconvex
Case Utility-based power allocation in wireless ad-hoc networks is inherently
nonconvex because of the global coupling induced by the co-channel
interference. To tackle this challenge, we first show that the globally optimal
point lies on the boundary of the feasible region, which is utilized as a basis
to transform the utility maximization problem into an equivalent max-min
problem with more structure. By using extended duality theory, penalty
multipliers are introduced for penalizing the constraint violations, and the
minimum weighted utility maximization problem is then decomposed into
subproblems for individual users to devise a distributed stochastic power
control algorithm, where each user stochastically adjusts its target utility to
improve the total utility by simulated annealing. The proposed distributed
power control algorithm can guarantee global optimality at the cost of slow
convergence due to simulated annealing involved in the global optimization. The
geometric cooling scheme and suitable penalty parameters are used to improve
the convergence rate. Next, by integrating the stochastic power control
approach with the back-pressure algorithm, we develop a joint scheduling and
power allocation policy to stabilize the queueing systems. Finally, we
generalize the above distributed power control algorithms to multicast
communications, and show their global optimality for multicast traffic.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
}
] |
1007.3089
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Characterization of Two-Weight Inequalities for a Vector-Valued
Operator We give a characterization of the two-weight inequality for a simple
vector-valued operator. Special cases of our result have been considered before
in the form of the weighted Carleson embedding theorem, the dyadic positive
operators of Nazarov, Treil, and Volberg in the square integrable case, and
Lacey, Sawyer, Uriarte-Tuero in the L^p case. The main technique of this paper
is a Sawyer-style argument and the characterization is for 1 < p < \infty. We
are unaware of instances where this operator has been given attention in the
two-weight setting before.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
}
] |
hep-ph/0110377
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Evolution of the Fine Structure Constant Driven by Dark Matter and the
Cosmological Constant
|
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
2009.06717
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: High-resolution Observations of Small-scale Flux Emergence by GST
|
[
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
}
] |
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
1704.05644
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Stability of Piecewise Deterministic Markovian Metapopulation Processes
on Networks
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
}
] |
0810.5329
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Torque anomalies at magnetization plateaux in quantum magnets with
Dzyaloshinskii-Moriya interactions We investigate the effect of Dzyaloshinskii-Moriya (DM) interactions on
torque measurements of quantum magnets with magnetization plateaux in the
context of a frustrated spin-1/2 ladder. Using extensive DMRG simulations, we
show that the DM contribution to the torque is peaked at the critical fields,
and that the total torque is non-monotonous if the DM interaction is large
enough compared to the g-tensor anisotropy. More remarkably, if the DM vectors
point in a principal direction of the g-tensor, torque measurements close to
this direction will show well defined peaks even for small DM interaction,
leading to a very sensitive way to detect the critical fields. We propose to
test this effect in the two-dimensional plateau system SrCu$_2$(BO$_3$)$_2$.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
}
] |
1409.6198
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Moving boundary and photoelastic coupling in GaAs optomechanical
resonators
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
}
] |
hep-ph/9705217
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Hadronization in Z0 decay The confinement transition from the quark and gluon degrees of freedom
appropriate in perturbation theory to the hadrons observed by real world
experiments is poorly understood. In this strongly interacting transition
regime we presently rely on models, which to varying degrees reflect possible
scenarios for the QCD dynamics. Because of the absence of beam and target
remnants, and the clean experimental conditions and high event rates, e+e-
annihilation to hadrons at the Z0 provides a unique laboratory, both
experimentally and theoretically, for the study of parton hadronization. This
review discusses current theoretical understanding of the hadronization of
partons, with particular emphasis on models of the non-perturbative phase, as
implemented in Monte Carlo simulation programs. Experimental results at LEP and
SLC are summarised and considered in the light of the models. Suggestions are
given for further measurements which could help to produce more progress in
understanding hadronization.
|
[
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
}
] |
[
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
}
] |
1511.07803
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Weakly Supervised Object Boundaries State-of-the-art learning based boundary detection methods require extensive
training data. Since labelling object boundaries is one of the most expensive
types of annotations, there is a need to relax the requirement to carefully
annotate images to make both the training more affordable and to extend the
amount of training data. In this paper we propose a technique to generate
weakly supervised annotations and show that bounding box annotations alone
suffice to reach high-quality object boundaries without using any
object-specific boundary annotations. With the proposed weak supervision
techniques we achieve the top performance on the object boundary detection
task, outperforming by a large margin the current fully supervised
state-of-the-art methods.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
}
] |
2106.11067
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Urban Population Health Observatory System to Support COVID-19
Pandemic Preparedness, Response, and Management: Design and Development Study Background: COVID-19 is impacting people worldwide and is currently a leading
cause of death in many countries. This study sought to redefine the Healthy
People 2030 SDoH taxonomy to accommodate the COVID-19 pandemic. Furthermore, we
aim to provide a blueprint and implement a prototype for the Urban Population
Health Observatory (UPHO), a web-based platform that integrates classified
group-level SDoH indicators to individual- and aggregate-level population
health data. The process of building the UPHO involves collecting and
integrating data from several sources, classifying the collected data into
drivers and outcomes, incorporating data science techniques for calculating
measurable indicators from the raw variables, and studying the extent to which
interventions are identified or developed to mitigate drivers that lead to the
undesired outcomes. We generated and classified the indicators of social
determinants of health, which are linked to COVID-19. To display the
functionalities of the UPHO platform, we presented a prototype design to
demonstrate its features. We provided a use case scenario for 4 different
users. UPHO serves as an apparatus for implementing effective interventions and
can be adopted as a global platform for chronic and infectious diseases. The
UPHO surveillance platform provides a novel approach and novel insights into
immediate and long-term health policy responses to the COVID-19 pandemic and
other future public health crises. The UPHO assists public health organizations
and policymakers in their efforts in reducing health disparities, achieving
health equity, and improving urban population health.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
cmp-lg/9808017
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Variant of Earley Parsing The Earley algorithm is a widely used parsing method in natural language
processing applications. We introduce a variant of Earley parsing that is based
on a ``delayed'' recognition of constituents. This allows us to start the
recognition of a constituent only in cases in which all of its subconstituents
have been found within the input string. This is particularly advantageous in
several cases in which partial analysis of a constituent cannot be completed
and in general in all cases of productions sharing some suffix of their
right-hand sides (even for different left-hand side nonterminals). Although the
two algorithms result in the same asymptotic time and space complexity, from a
practical perspective our algorithm improves the time and space requirements of
the original method, as shown by reported experimental results.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
}
] |
2010.05318
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: TransQuest at WMT2020: Sentence-Level Direct Assessment This paper presents the team TransQuest's participation in Sentence-Level
Direct Assessment shared task in WMT 2020. We introduce a simple QE framework
based on cross-lingual transformers, and we use it to implement and evaluate
two different neural architectures. The proposed methods achieve
state-of-the-art results surpassing the results obtained by OpenKiwi, the
baseline used in the shared task. We further fine tune the QE framework by
performing ensemble and data augmentation. Our approach is the winning solution
in all of the language pairs according to the WMT 2020 official results.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
1509.04409
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Synchronization of optical photons for quantum information processing A fundamental element of quantum information processing with photonic qubits
is the nonclassical quantum interference between two photons when they bunch
together via the Hong-Ou-Mandel (HOM) effect. Ultimately, many such pure
photons must be processed in complex interferometric networks, and for this it
is essential to synchronize the arrival times of the flying photons preserving
their purity. Here we demonstrate for the first time the HOM interference of
two heralded, pure optical photons synchronized through two independent quantum
memories. Controlled storage times up to 1.8 microseconds for about 90 events
per second were achieved with purities sufficiently high for a negative Wigner
function confirmed with homodyne measurements.
|
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
}
] |
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
}
] |
1111.2423
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Quantum correlations dynamics under different non-markovian
environmental models
|
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
}
] |
[
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
}
] |
math/9707232
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Algorithmic aspects of homeomorphism problems We will describe some results regarding the algorithmic nature of
homeomorphism problems for manifolds; in particular, the following theorem.
Theorem 1: Every PL or smooth simply connected manifold M^n of dimension n at
least 5 can be recognized among simply connected manifolds. That is, there is
an algorithm to decide whether or not another simply connected manifold is Top,
PL or Diff isomorphic to M. Moreover, an analogous statement is true for
embeddings in codimension at least three: one can algorithmically recognize any
given embedding of one simply connected manifold in another up to isomorphism
of pairs, or up to isotopy, if the codimension of the embedding is not two.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
}
] |
1212.3928
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: A validation methodology aid for improving a thermal building model:
Case of diffuse radiation accounting in a tropical climate
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
}
] |
1704.08740
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles
Query: Improving Facial Attribute Prediction using Semantic Segmentation
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "33",
"text": "The categories of this paper are: plasm-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
}
] |
1105.1935
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Group entropies, correlation laws and zeta functions The notion of group entropy is proposed. It enables to unify and generalize
many different definitions of entropy known in the literature, as those of
Boltzmann-Gibbs, Tsallis, Abe and Kaniadakis. Other new entropic functionals
are presented, related to nontrivial correlation laws characterizing
universality classes of systems out of equilibrium, when the dynamics is weakly
chaotic. The associated thermostatistics are discussed. The mathematical
structure underlying our construction is that of formal group theory, which
provides the general structure of the correlations among particles and dictates
the associated entropic functionals. As an example of application, the role of
group entropies in information theory is illustrated and generalizations of the
Kullback-Leibler divergence are proposed. A new connection between statistical
mechanics and zeta functions is established. In particular, Tsallis entropy is
related to the classical Riemann zeta function.
|
[
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
}
] |
1512.00917
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Regularity of the Free Boundary for a Bernoulli-Type Parabolic Problem
with Variable Coefficients This paper studies the regularity of the free boundary for viscosity
solutions to a parabolic Bernoulli-type free boundary problem with variable
coefficients. The main result is that Lipschitz free boundaries are $C^1$ with
a normal vector that varies with a H\"older modulus of continuity in both space
and in time. As a consequence, the viscosity solution satisfies the free
boundary problem in a classical sense.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
}
] |
2008.00285
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Dividing Bads is Harder than Dividing Goods: On the Complexity of Fair
and Efficient Division of Chores We study the chore division problem where a set of agents needs to divide a
set of chores (bads) among themselves fairly and efficiently. We assume that
agents have linear disutility (cost) functions. Like for the case of goods,
competitive division is known to be arguably the best mechanism for the bads as
well. However, unlike goods, there are multiple competitive divisions with very
different disutility value profiles in bads. Although all competitive divisions
satisfy the standard notions of fairness and efficiency, some divisions are
significantly fairer and efficient than the others. This raises two important
natural questions: Does there exist a competitive division in which no agent is
assigned a chore that she hugely dislikes? Are there simple sufficient
conditions for the existence and polynomial-time algorithms assuming them?
We investigate both these questions in this paper. We show that the first
problem is strongly NP-hard. Further, we derive a simple sufficient condition
for the existence, and we show that finding a competitive division is PPAD-hard
assuming the condition. These results are in sharp contrast to the case of
goods where both problems are strongly polynomial-time solvable. To the best of
our knowledge, these are the first hardness results for the chore division
problem, and, in fact, for any economic model under linear preferences.
|
[
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
}
] |
1406.7142
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the power of PPT-preserving and non-signalling codes We derive one-shot upper bounds for quantum noisy channel codes. We do so by
regarding a channel code as a bipartite operation with an encoder belonging to
the sender and a decoder belonging to the receiver, and imposing constraints on
the bipartite operation. We investigate the power of codes whose bipartite
operation is non-signalling from Alice to Bob, positive-partial transpose (PPT)
preserving, or both, and derive a simple semidefinite program for the
achievable entanglement fidelity. Using the semidefinite program, we show that
the non-signalling assisted quantum capacity for memoryless channels is equal
to the entanglement-assisted capacity. We also relate our PPT-preserving codes
and the PPT-preserving entanglement distillation protocols studied by Rains.
Applying these results to a concrete example, the 3-dimensional Werner-Holevo
channel, we find that codes that are non-signalling and PPT-preserving can be
strictly less powerful than codes satisfying either one of the constraints, and
therefore provide a tighter bound for unassisted codes. Furthermore,
PPT-preserving non-signalling codes can send one qubit perfectly over two uses
of the channel, which has no quantum capacity. We discuss whether this can be
interpreted as a form of superactivation of quantum capacity.
|
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
}
] |
1507.03469
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Nonlinear longitudinal current in quantum plasma generated by two
transversal electromagnetic waves Quantum plasma with arbitrary degree degeneration of electronic gas is
considered. Plasma is in two external electromagnetic fields. It is required to
find the plasma response on this fields. From Wigner kinetic equation for the
quantum collisionless plasmas distribution function in square-law approach on
sizes of vector potentials of two electric fields is received. The formula for
calculation electric current at any temperature (any degree of degeneration of
electronic gas) is deduced. This formula contains an one-dimensional
quadrature. It is shown, that the nonlinearity account leads to occurrence the
longitudinal electric current directed along a wave vectors. This longitudinal
current is orthogonal to a known transversal current, received at the linear
analysis. The case of small values of wave numbers is considered. It is shown,
that in case of small values of wave numbers a longitudinal current in quantum
plasma coincides with a longitudinal current in classical plasma.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "14",
"text": "The categories of this paper are: math-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "12",
"text": "The categories of this paper are: nucl-th",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
}
] |
1307.2814
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Impact of strong disorder on the static magnetic properties of the
spin-chain compound BaCu2SiGeO7 The disordered quasi-1D magnet BaCu2SiGeO7 is considered as one of the best
physical realizations of the random Heisenberg chain model, which features an
irregular distribution of the exchange parameters and whose ground state is
predicted to be the scarcely investigated random-singlet state (RSS). Based on
extensive 29Si NMR and magnetization studies of BaCu2SiGeO7, combined with
numerical Quantum Monte Carlo simulations, we obtain remarkable quantitative
agreement with theoretical predictions of the random Heisenberg chain model and
strong indications for the formation of a random-singlet state at low
temperatures in this compound. As a local probe, NMR is a well-adapted
technique for studying the magnetism of disordered systems. In this case it
also reveals an additional local transverse staggered field (LTSF), which
affects the low-temperature properties of the RSS. The proposed model
Hamiltonian satisfactorily accounts for the temperature dependence of the NMR
line shapes.
|
[
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
}
] |
[
{
"docid": "22",
"text": "The categories of this paper are: chao-dyn",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "35",
"text": "The categories of this paper are: mtrl-th",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "37",
"text": "The categories of this paper are: supr-con",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "8",
"text": "The categories of this paper are: hep-ex",
"title": ""
},
{
"docid": "9",
"text": "The categories of this paper are: nlin",
"title": ""
},
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "17",
"text": "The categories of this paper are: q-fin",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
}
] |
1808.07076
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Student Outcomes Across Collaborative Learning Environments The Learning Assistant (LA) model supports instructors in implementing
research-based teaching practices in their own courses. In the LA model,
undergraduate students are hired to help facilitate research-based
collaborative-learning activities. Using the Learning About STEM Student
Outcomes (LASSO) database, we examined student learning from 112 first-semester
physics courses that used either lecture-based instruction, collaborative
instruction without LAs, or LA supported instruction. We measured student
learning using 5959 students' responses on the Force and Motion Conceptual
Evaluation (FMCE) or Force Concept Inventory (FCI). Results from Hierarchical
Linear Models (HLM) indicated that LA supported courses had higher posttest
scores than collaborative courses without LAs and that LA supported courses
that used LAs in laboratory and recitation had higher posttest scores than
those that used LAs in lecture.
|
[
{
"docid": "3",
"text": "The categories of this paper are: physics",
"title": ""
}
] |
[
{
"docid": "36",
"text": "The categories of this paper are: cmp-lg",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "25",
"text": "The categories of this paper are: patt-sol",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
}
] |
2004.01735
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Unsupervised Domain Adaptation with Progressive Domain Augmentation Domain adaptation aims to exploit a label-rich source domain for learning
classifiers in a different label-scarce target domain. It is particularly
challenging when there are significant divergences between the two domains. In
the paper, we propose a novel unsupervised domain adaptation method based on
progressive domain augmentation. The proposed method generates virtual
intermediate domains via domain interpolation, progressively augments the
source domain and bridges the source-target domain divergence by conducting
multiple subspace alignment on the Grassmann manifold. We conduct experiments
on multiple domain adaptation tasks and the results shows the proposed method
achieves the state-of-the-art performance.
|
[
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "1",
"text": "The categories of this paper are: cs",
"title": ""
}
] |
[
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
},
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "31",
"text": "The categories of this paper are: ao-sci",
"title": ""
},
{
"docid": "15",
"text": "The categories of this paper are: nucl-ex",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "26",
"text": "The categories of this paper are: bayes-an",
"title": ""
},
{
"docid": "4",
"text": "The categories of this paper are: cond-mat",
"title": ""
},
{
"docid": "19",
"text": "The categories of this paper are: eess",
"title": ""
},
{
"docid": "34",
"text": "The categories of this paper are: chem-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "5",
"text": "The categories of this paper are: gr-qc",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "32",
"text": "The categories of this paper are: atom-ph",
"title": ""
}
] |
1901.08732
|
Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On the blow up phenomenon for the mass critical focusing Hartree
equation with inverse-square potential In this paper, we consider the dynamics of the solution to the mass critical
focusing Hartree equation with inverse-square potential in the energy space
$H^{1}(\mathbb{R}^d)$. The main difficulties are the equation is \emph{not}
space-translation invariant and the nonlinearity is non-local. We first prove
that if the mass of the initial data is less than that of ground states, then
the solution will be global. Although we don't know whether the ground state is
unique, we can verify all the ground states have the same, minimal mass
threshold. Then at the minimal mass threshold, we can construct the finite-time
blow up solution, which is a pseudo-conformal transformation of the ground
state, up to the symmetries of the equation. Finally, we establish an mass
concentration phenomenon of the finite-time blow up solution to the equation.
|
[
{
"docid": "2",
"text": "The categories of this paper are: math",
"title": ""
}
] |
[
{
"docid": "13",
"text": "The categories of this paper are: quant-ph",
"title": ""
},
{
"docid": "7",
"text": "The categories of this paper are: hep-th",
"title": ""
},
{
"docid": "16",
"text": "The categories of this paper are: stat",
"title": ""
},
{
"docid": "27",
"text": "The categories of this paper are: comp-gas",
"title": ""
},
{
"docid": "24",
"text": "The categories of this paper are: dg-ga",
"title": ""
},
{
"docid": "6",
"text": "The categories of this paper are: astro-ph",
"title": ""
},
{
"docid": "30",
"text": "The categories of this paper are: q-alg",
"title": ""
},
{
"docid": "10",
"text": "The categories of this paper are: q-bio",
"title": ""
},
{
"docid": "18",
"text": "The categories of this paper are: econ",
"title": ""
},
{
"docid": "29",
"text": "The categories of this paper are: funct-an",
"title": ""
},
{
"docid": "21",
"text": "The categories of this paper are: adap-org",
"title": ""
},
{
"docid": "28",
"text": "The categories of this paper are: alg-geom",
"title": ""
},
{
"docid": "0",
"text": "The categories of this paper are: hep-ph",
"title": ""
},
{
"docid": "11",
"text": "The categories of this paper are: hep-lat",
"title": ""
},
{
"docid": "20",
"text": "The categories of this paper are: acc-phys",
"title": ""
},
{
"docid": "23",
"text": "The categories of this paper are: solv-int",
"title": ""
}
] |
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