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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

Approximating MAP by Compensating for Structural Relaxations NIPS 2009
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Particle-based Variational Inference for Continuous Systems NIPS 2009
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008
Continuously-adaptive discretization for message-passing algorithms NIPS 2008
Bounds on marginal probability distributions NIPS 2008
Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns JMLR 2008
Message Passing for Max-weight Independent Set NIPS 2007
Cooled and Relaxed Survey Propagation for MRFs NIPS 2007
Discovering Weakly-Interacting Factors in a Complex Stochastic Process NIPS 2007
Truncating the Loop Series Expansion for Belief Propagation JMLR 2007
Loop Corrections for Approximate Inference on Factor Graphs JMLR 2007
Loop Series and Bethe Variational Bounds in Attractive Graphical Models NIPS 2007
Linear programming analysis of loopy belief propagation for weighted matching NIPS 2007
Privacy-Preserving Belief Propagation and Sampling NIPS 2007
CPR for CSPs: A Probabilistic Relaxation of Constraint Propagation NIPS 2007
Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data JMLR 2007
The Neurodynamics of Belief Propagation on Binary Markov Random Fields NIPS 2006
Bayesian Model Scoring in Markov Random Fields NIPS 2006
Conditional mean field NIPS 2006
Using Combinatorial Optimization within Max-Product Belief Propagation NIPS 2006
Linear Programming Relaxations and Belief Propagation -- An Empirical Study JMLR 2006
Walk-Sums and Belief Propagation in Gaussian Graphical Models JMLR 2006
Estimating the “Wrong” Graphical Model: Benefits in the Computation-Limited Setting JMLR 2006
Expectation Consistent Approximate Inference JMLR 2005