2875 search results - page 518 / 575 » Distributed Reactive Machines |
118
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ATAL
2011
Springer
14 years 2 months ago
2011
Springer
Motivated by a machine learning perspective—that gametheoretic equilibria constraints should serve as guidelines for predicting agents’ strategies, we introduce maximum causal...
131
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MICRO
2010
IEEE
15 years 13 days ago
2010
IEEE
While clusters of commodity servers and switches are the most popular form of large-scale parallel computers, many programs are not easily parallelized for execution upon them. In...
186
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JMLR
2012
13 years 5 months ago
2012
Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
167
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JMLR
2012
13 years 5 months ago
2012
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
146
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JMLR
2012
13 years 5 months ago
2012
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...