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» Learning with structured sparsity
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156
Voted
ICMLA
2010
15 years 17 days 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...
64
Voted
ICML
2006
IEEE
16 years 3 months ago
Semi-supervised learning for structured output variables
Ulf Brefeld, Tobias Scheffer
127
Voted
ICML
2004
IEEE
16 years 3 months ago
Tractable learning of large Bayes net structures from sparse data
Anna Goldenberg, Andrew Moore
77
Voted
ICML
2004
IEEE
16 years 3 months ago
Learning to cluster using local neighborhood structure
Brendan J. Frey, Kannan Achan, Rómer Rosale...
121
Voted
ICML
2008
IEEE
16 years 3 months ago
Discriminative structure and parameter learning for Markov logic networks
Tuyen N. Huynh, Raymond J. Mooney