conftrace_

probabilistic graphical model

226 papers

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Also known as

PGM

Co-occurring keywords

graphical model (864) bayesian network (378) bayesian inference (1907) variational inference (2069) approximate inference (253) probabilistic modeling (852) structure learning (341) markov random field (303) belief propagation (177) probabilistic inference (312)

Papers

Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NIPS 2014
Distributed Parameter Estimation in Probabilistic Graphical Models NIPS 2014
Learning Chordal Markov Networks by Constraint Satisfaction NIPS 2013
Conservation Tracking ICCV 2013
Similarity Component Analysis NIPS 2013
Message Passing Inference with Chemical Reaction Networks NIPS 2013
On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
A Deep Sum-Product Architecture for Robust Facial Attributes Analysis ICCV 2013
Tracking People and Their Objects CVPR 2013
Multiplicative Forests for Continuous-Time Processes NIPS 2012
Toward Information Theoretic Human-Robot Dialog RSS 2012
Copula Network Classifiers (CNCs) AISTATS 2012
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012
Adaptive MCMC with Bayesian Optimization AISTATS 2012
Nonparanormal Belief Propagation (NPNBP) NIPS 2012
On Lifting the Gibbs Sampling Algorithm NIPS 2012
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NIPS 2012
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
Message-Passing for Approximate MAP Inference with Latent Variables NIPS 2011
Solving Decision Problems with Limited Information NIPS 2011
t-divergence Based Approximate Inference NIPS 2011
Learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables AISTATS 2011
Demixed Principal Component Analysis NIPS 2011