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» Probabilistic models for pattern statistics
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ML
2011
ACM
256views Machine Learning» more  ML 2011»
14 years 4 months ago
Constraint-based probabilistic modeling for statistical abduction
Taisuke Sato, Masakazu Ishihata, Katsumi Inoue
NIPS
2004
14 years 11 months ago
Similarity and Discrimination in Classical Conditioning: A Latent Variable Account
We propose a probabilistic, generative account of configural learning phenomena in classical conditioning. Configural learning experiments probe how animals discriminate and gener...
Aaron C. Courville, Nathaniel D. Daw, David S. Tou...
KDD
2009
ACM
203views Data Mining» more  KDD 2009»
15 years 10 months ago
Characterizing individual communication patterns
The increasing availability of electronic communication data, such as that arising from e-mail exchange, presents social and information scientists with new possibilities for char...
R. Dean Malmgren, Jake M. Hofman, Luis A. N. Amara...
ACL
2000
14 years 11 months ago
Statistical Parsing with an Automatically-Extracted Tree Adjoining Grammar
We discuss the advantages of lexicalized tree-adjoining grammar as an alternative to lexicalized PCFG for statistical parsing, describingthe induction of a probabilistic LTAG mode...
David Chiang
61
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QEST
2005
IEEE
15 years 3 months ago
VESTA: A Statistical Model-checker and Analyzer for Probabilistic Systems
Koushik Sen, Mahesh Viswanathan, Gul A. Agha