509 search results - page 57 / 102 » Using Learning for Approximation in Stochastic Processes |
237
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NLP
2000
15 years 6 months ago
2000
Abstract. The purpose of this paper is (1) to provide a theoretical justification for the use of Monte-Carlo sampling for approximate resolution of NP-hard maximization problems in...
120
Voted
CIKM
2009
Springer
15 years 9 months ago
2009
Springer
We have studied the problem of linking event information across different languages without the use of translation systems or dictionaries. The linking is based on interlingua in...
111
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RECOMB
2000
Springer
15 years 6 months ago
2000
Springer
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
116
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ICASSP
2008
IEEE
15 years 9 months ago
2008
IEEE
We consider the problem of learning multiscale graphical models. Given a collection of variables along with covariance specifications for these variables, we introduce hidden var...
130
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CDC
2010
IEEE
14 years 9 months ago
2010
IEEE
Approximate policy iteration methods based on temporal differences are popular in practice, and have been tested extensively, dating to the early nineties, but the associated conve...