belief propagation

Uniqueness of Belief Propagation on Signed Graphs NeurIPS 2011 Approximate Inference by Compilation to Arithmetic Circuits NeurIPS 2010 Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation JMLR 2010 Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials JMLR 2010 Exact learning curves for Gaussian process regression on large random graphs NeurIPS 2010 Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010 FastInf: An Efficient Approximate Inference Library JMLR 2010 Focused Belief Propagation for Query-Specific Inference AISTATS 2010 Nonparametric Tree Graphical Models AISTATS 2010 Sidestepping Intractable Inference with Structured Ensemble Cascades NeurIPS 2010 A Gaussian Tree Approximation for Integer Least-Squares NeurIPS 2009 An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NeurIPS 2009 Approximating MAP by Compensating for Structural Relaxations NeurIPS 2009 Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection NeurIPS 2009 Particle-based Variational Inference for Continuous Systems NeurIPS 2009 Bounds on marginal probability distributions NeurIPS 2008 Continuously-adaptive discretization for message-passing algorithms NeurIPS 2008 Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NeurIPS 2008 Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns JMLR 2008 Cooled and Relaxed Survey Propagation for MRFs NeurIPS 2007 CPR for CSPs: A Probabilistic Relaxation of Constraint Propagation NeurIPS 2007 Discovering Weakly-Interacting Factors in a Complex Stochastic Process NeurIPS 2007 Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data JMLR 2007 Linear programming analysis of loopy belief propagation for weighted matching NeurIPS 2007 Loop Corrections for Approximate Inference on Factor Graphs JMLR 2007