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belief propagation

177 papers

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Also known as

BP OR NULL BP GABP LBP

Co-occurring keywords

graphical model (863) message passing (578) variational inference (2069) approximate inference (253) probabilistic inference (310) markov random field (303) partition function (81) probabilistic graphical model (226) bayesian inference (1904) combinatorial optimization (1039)

Papers

Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012
Nonparanormal Belief Propagation (NPNBP) NIPS 2012
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
Causality with Gates AISTATS 2012
A Topic Modeling Toolbox Using Belief Propagation JMLR 2012
Complexity of Bethe Approximation AISTATS 2012
Lifted Linear Programming AISTATS 2012
Online Sum-Product Computation Over Trees NIPS 2012
Variational Inference for Crowdsourcing NIPS 2012
The Bethe Partition Function of Log-supermodular Graphical Models NIPS 2012
Minimization of Continuous Bethe Approximations: A Positive Variation NIPS 2012
Uniqueness of Belief Propagation on Signed Graphs NIPS 2011
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees AISTATS 2011
Learning unbelievable probabilities NIPS 2011
Fast $b$-matching via Sufficient Selection Belief Propagation AISTATS 2011
Neural Reconstruction with Approximate Message Passing (NeuRAMP) NIPS 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation JMLR 2010
FastInf: An Efficient Approximate Inference Library JMLR 2010
Focused Belief Propagation for Query-Specific Inference AISTATS 2010
Approximate Inference by Compilation to Arithmetic Circuits NIPS 2010
Exact learning curves for Gaussian process regression on large random graphs NIPS 2010
Nonparametric Tree Graphical Models AISTATS 2010
A Gaussian Tree Approximation for Integer Least-Squares NIPS 2009