1420 search results - page 179 / 284 » Decision Making Using Probabilistic Inference Methods |
112
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ECML
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems ...
120
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...
108
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FDG
2009
ACM
15 years 9 months ago
2009
ACM
In this paper, I will discuss a set of techniques for supporting limited variable binding in behavior-based systems. This adds additional useful expressivity while preserving the ...
107
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HICSS
2003
IEEE
15 years 7 months ago
2003
IEEE
Statistical testing of software based on a usage model is a cost-effective and efficient means to make inferences about software quality. In order to apply this method, a usage m...
136
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CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
We pose the problem of 3D human tracking as one of inference in a graphical model. Unlike traditional kinematic tree representations, our model of the body is a collection of loos...