conftrace_

message passing

579 papers

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Also known as

MP

Co-occurring keywords

graph neural network (3962) graphical model (864) node classification (482) belief propagation (177) representation learning (6206) variational inference (2069) attention mechanism (4001) combinatorial optimization (1039) approximate inference (253) graph transformer (114)

Papers

Learning Gaussian Graphical Models with Observed or Latent FVSs NIPS 2013
Latent Data Association: Bayesian Model Selection for Multi-target Tracking ICCV 2013
A Global Approach for the Detection of Vanishing Points and Mutually Orthogonal Vanishing Directions CVPR 2013
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees JMLR 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Message passing with l1 penalized KL minimization ICML 2013
MAP Inference in Chains using Column Generation NIPS 2012
Online Sum-Product Computation Over Trees NIPS 2012
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
Part & Clamp: Efficient Structured Output Learning AISTATS 2012
Globally Optimizing Graph Partitioning Problems Using Message Passing AISTATS 2012
Memory-efficient inference in dynamic graphical models using multiple cores AISTATS 2012
Minimization of Continuous Bethe Approximations: A Positive Variation NIPS 2012
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NIPS 2012
An Application of Tree-Structured Expectation Propagation for Channel Decoding NIPS 2011
Fast $b$-matching via Sufficient Selection Belief Propagation AISTATS 2011
Convergent Decomposition Solvers for Tree-reweighted Free Energies AISTATS 2011
Kernel Belief Propagation AISTATS 2011
Machine Learning Markets AISTATS 2011
Message-Passing for Approximate MAP Inference with Latent Variables NIPS 2011
Structure Learning for Optimization NIPS 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Revisiting MAP Estimation, Message Passing and Perfect Graphs AISTATS 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Structured Determinantal Point Processes NIPS 2010