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» Learning with structured sparsity

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ICMLA
2010

242views Machine Learning» more ICMLA 2010»

Heuristic Method for Discriminative Structure Learning of Markov Logic Networks

13 years 6 months ago

Download www.univ-orleans.fr

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...

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ICML
2006
IEEE

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Semi-supervised learning for structured output variables

14 years 8 months ago

Download www.cs.cornell.edu

Ulf Brefeld, Tobias Scheffer

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ICML
2004
IEEE

117views Machine Learning» more ICML 2004»

Tractable learning of large Bayes net structures from sparse data

14 years 8 months ago

Download www.autonlab.org

Anna Goldenberg, Andrew Moore

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ICML
2004
IEEE

146views Machine Learning» more ICML 2004»

Learning to cluster using local neighborhood structure

14 years 8 months ago

Download www.psi.toronto.edu

Brendan J. Frey, Kannan Achan, Rómer Rosale...

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ICML
2008
IEEE

241views Machine Learning» more ICML 2008»

Discriminative structure and parameter learning for Markov logic networks

14 years 8 months ago

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