Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Issues in the Multiple Try Metropolis mixing   The multiple Try Metropolis (MTM) algorithm is an advanced MCMC technique
based on drawing and testing several candidates at each iteration of the
algorithm. One of them is selected according to certain weights and then it is
tested according to a suitable acceptance probability. Clearly, since the
computational cost increases as the employed number of tries grows, one expects
that the performance of an MTM scheme improves as the number of tries
increases, as well. However, there are scenarios where the increase of number
of tries does not produce a corresponding enhancement of the performance. In
this work, we describe these scenarios and then we introduce possible solutions
for solving these issues.

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The categories of this paper are: hep-lat
30
The categories of this paper are: q-alg
2
The categories of this paper are: math
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th
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The categories of this paper are: dg-ga
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The categories of this paper are: acc-phys
31
The categories of this paper are: ao-sci
14
The categories of this paper are: math-ph
29
The categories of this paper are: funct-an
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The categories of this paper are: chao-dyn
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The categories of this paper are: cmp-lg
1
The categories of this paper are: cs
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The categories of this paper are: patt-sol
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The categories of this paper are: bayes-an
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The categories of this paper are: quant-ph