926 search results - page 48 / 186 » Outliers and Bayesian Inference |
IJAR
2008
14 years 10 months ago
2008
Cooperative multiagent probabilistic inference can be applied in areas such as building surveillance and complex system diagnosis to reason about the states of the distributed unc...
ECSQARU
2005
Springer
15 years 4 months ago
2005
Springer
In a Bayesian network with continuous variables containing a variable(s) that is a conditionally deterministic function of its continuous parents, the joint density function for t...
100
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ACL
2010
2010
Bayesian Synchronous Tree-Substitution Grammar Induction and Its Application to Sentence Compression
14 years 8 months ago
We describe our experiments with training algorithms for tree-to-tree synchronous tree-substitution grammar (STSG) for monolingual translation tasks such as sentence compression a...
120
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ACIVS
2006
Springer
15 years 2 months ago
2006
Springer
Scene understanding is an important problem in intelligent robotics. Since visual information is uncertain due to several reasons, we need a novel method that has robustness to the...
111
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CORR
2012
Springer
13 years 6 months ago
2012
Springer
Bayesian priors offer a compact yet general means of incorporating domain knowledge into many learning tasks. The correctness of the Bayesian analysis and inference, however, lar...