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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

Adaptive Belief Propagation ICML 2015
Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015
Minimum Weight Perfect Matching via Blossom Belief Propagation NIPS 2015
Propagated Image Filtering CVPR 2015
Perturbed Message Passing for Constraint Satisfaction Problems JMLR 2015
Robust Large Scale Monocular Visual SLAM CVPR 2015
Example-Based Modeling of Facial Texture From Deficient Data ICCV 2015
SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs ICCV 2015
Scalable Inference for Neuronal Connectivity from Calcium Imaging NIPS 2014
Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014
Making Pairwise Binary Graphical Models Attractive NIPS 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
Concavity of reweighted Kikuchi approximation NIPS 2014
Tree-structured Gaussian Process Approximations NIPS 2014
Clamping Variables and Approximate Inference NIPS 2014
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Message passing with l1 penalized KL minimization ICML 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Slice Sampling Particle Belief Propagation ICCV 2013
Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013
Low-rank matrix reconstruction and clustering via approximate message passing NIPS 2013
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees JMLR 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Markov Network-Based Unified Classifier for Face Identification ICCV 2013
Variational Planning for Graph-based MDPs NIPS 2013