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ICMLA
2010
14 years 11 months ago
Heuristic Method for Discriminative Structure Learning of Markov Logic Networks
Markov Logic Networks (MLNs) combine Markov Networks and first-order logic by attaching weights to firstorder formulas and viewing them as templates for features of Markov Networks...
Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrai...
117
Voted
ICML
2004
IEEE
16 years 2 months ago
Tractable learning of large Bayes net structures from sparse data
Anna Goldenberg, Andrew Moore
ICML
2004
IEEE
16 years 2 months ago
Learning to cluster using local neighborhood structure
Brendan J. Frey, Kannan Achan, Rómer Rosale...
114
Voted
ICML
2008
IEEE
16 years 2 months ago
Discriminative structure and parameter learning for Markov logic networks
Tuyen N. Huynh, Raymond J. Mooney