9719 search results - page 123 / 1944 » Inference for Multiplicative Models |
85
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CORR
2007
Springer
15 years 23 days ago
2007
Springer
Diagrammatic logics were introduced in 2002, with emphasis on the notions of specifications and models. In this paper we improve the description of the inference process, which i...
140
Voted
JMLR
2010
14 years 7 months ago
2010
We introduce novel results for approximate inference on planar graphical models using the loop calculus framework. The loop calculus (Chertkov and Chernyak, 2006b) allows to expre...
119
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INTELLCOMM
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. The increasing volume of digital communication is raising new challenges in the management of the information flow. We discuss the usage of context to infer presence info...
87
Voted
NIPS
2000
15 years 2 months ago
2000
We study the problem of combining the outcomes of several different classifiers in a way that provides a coherent inference that satisfies some constraints. In particular, we deve...
124
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JAIR
1998
15 years 14 days ago
1998
This paper presents a general and efficient framework for probabilistic inference and learning from arbitrary uncertain information. It exploits the calculation properties of fini...