conftrace_

tractable inference

32 papers

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Co-occurring keywords

sum-product network (49) graphical model (864) probabilistic graphical model (226) probabilistic circuit (45) probabilistic inference (312) probabilistic modeling (852) generative model (2892) structure learning (341) probabilistic model (476) tractable model (8)

Papers

Learning the Structure of Sum-Product Networks ICML 2013
Discriminative Learning of Sum-Product Networks NIPS 2012
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
Lifted Inference Seen from the Other Side : The Tractable Features NIPS 2010
Learning Efficient Markov Networks NIPS 2010
Sidestepping Intractable Inference with Structured Ensemble Cascades NIPS 2010
Learning Bounded Treewidth Bayesian Networks NIPS 2008