3760 search results - page 476 / 752 » Logic-Based Probabilistic Modeling |
166
Voted
JMLR
2010
14 years 11 months ago
2010
Directed acyclic graph (DAG) models are popular tools for describing causal relationships and for guiding attempts to learn them from data. In particular, they appear to supply a ...
148
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
This paper links two a priori different topics, group testing and traitor tracing. Group testing, as an instantiation of a compressed sensing problem over binary data, is indeed e...
145
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JMLR
2012
13 years 7 months ago
2012
We describe a novel approach to quadrature for ratios of probabilistic integrals, such as are used to compute posterior probabilities. This approach offers performance superior t...
137
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HRI
2006
ACM
15 years 10 months ago
2006
ACM
Autonomous robots use sensors to perceive and track objects in the world. Tracking algorithms use object motion models to estimate the position of a moving object. Tracking effic...
130
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PAKDD
2009
ACM
15 years 9 months ago
2009
ACM
Given a set of rating data for a set of items, determining the values of items is a matter of importance and various probability models have been proposed. The Plackett-Luce model ...