conftrace_

factor graph

81 papers

Explore in graph

Co-occurring keywords

graphical model (864) message passing (579) belief propagation (177) probabilistic graphical model (226) probabilistic inference (312) bayesian inference (1907) graph neural network (3962) combinatorial optimization (1039) bayesian network (378) approximate inference (253)

Papers

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation JMLR 2018
Minibatch Gibbs Sampling on Large Graphical Models ICML 2018
Weakly Learning to Match Experts in Online Community IJCAI 2018
EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms NIPS 2017
Min-Max Propagation NIPS 2017
Semi-supervised Gender Classification with Joint Textual and Social Modeling COLING 2016
Structured Prediction Theory Based on Factor Graph Complexity NIPS 2016
Motion Planning as Probabilistic Inference using Gaussian Processes and Factor Graphs RSS 2016
IMU Preintegration on Manifold for Efficient Visual-Inertial Maximum-a-Posteriori Estimation RSS 2015
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width NIPS 2015
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NIPS 2014
Min-Max Problems on Factor Graphs ICML 2014
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NIPS 2014
Message Passing Inference with Chemical Reaction Networks NIPS 2013
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
Adaptive Exact Inference in Graphical Models JMLR 2011
Boosted Optimization for Network Classification AISTATS 2010
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010
libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models JMLR 2010
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NIPS 2009
FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs NIPS 2009
A Gaussian Tree Approximation for Integer Least-Squares NIPS 2009
Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns JMLR 2008
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008