Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off   We develop a coherent framework for integrative simultaneous analysis of the
exploration-exploitation and model order selection trade-offs. We improve over
our preceding results on the same subject (Seldin et al., 2011) by combining
PAC-Bayesian analysis with Bernstein-type inequality for martingales. Such a
combination is also of independent interest for studies of multiple
simultaneously evolving martingales.

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The categories of this paper are: dg-ga
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The categories of this paper are: comp-gas
9
The categories of this paper are: nlin
17
The categories of this paper are: q-fin
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The categories of this paper are: hep-lat
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th
4
The categories of this paper are: cond-mat
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The categories of this paper are: supr-con
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The categories of this paper are: alg-geom
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The categories of this paper are: plasm-ph
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The categories of this paper are: adap-org
18
The categories of this paper are: econ
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The categories of this paper are: funct-an
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The categories of this paper are: eess
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The categories of this paper are: q-alg