conftrace_

partition function

81 papers

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Co-occurring keywords

graphical model (864) variational inference (2069) belief propagation (177) approximate inference (253) probabilistic inference (312) importance sampling (318) markov random field (303) energy-based model (251) markov chain monte carlo (725) ising model (85)

Papers

Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation JMLR 2010
Efficient Exact Inference in Planar Ising Models NIPS 2008
Truncating the Loop Series Expansion for Belief Propagation JMLR 2007
Local Algorithms for Approximate Inference in Minor-Excluded Graphs NIPS 2007
Loop Series and Bethe Variational Bounds in Attractive Graphical Models NIPS 2007
Approximate inference using planar graph decomposition NIPS 2006