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NIPS
2003
15 years 7 months ago
Statistical Debugging of Sampled Programs
We present a novel strategy for automatically debugging programs given sampled data from thousands of actual user runs. Our goal is to pinpoint those features that are most correl...
Alice X. Zheng, Michael I. Jordan, Ben Liblit, Ale...
ANLP
2000
106views more  ANLP 2000»
15 years 7 months ago
Exploiting auxiliary distributions in stochastic unification-based grammars
This paper describes a method for estimating conditional probability distributions over the parses of "unification-based" grammars which can utilize auxiliary distributi...
Mark Johnson, Stefan Riezler
UAI
1996
15 years 7 months ago
Bucket elimination: A unifying framework for probabilistic inference
Probabilistic inference algorithms for belief updating, nding the most probable explanation, the maximum a posteriori hypothesis, and the maximum expected utility are reformulated...
Rina Dechter
124
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BMCBI
2008
99views more  BMCBI 2008»
15 years 6 months ago
Comparative phyloinformatics of virus genes at micro and macro levels in a distributed computing environment
Background: Preparedness for a possible global pandemic caused by viruses such as the highly pathogenic influenza A subtype H5N1 has become a global priority. In particular, it is...
Dadabhai T. Singh, Rahul Trehan, Bertil Schmidt, T...
PR
2006
95views more  PR 2006»
15 years 6 months ago
Subspace independent component analysis using vector kurtosis
This discussion presents a new perspective of subspace independent component analysis (ICA). The notion of a function of cumulants (kurtosis) is generalized to vector kurtosis. Th...
Alok Sharma, Kuldip K. Paliwal