conftrace_

graphical model

864 papers

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Also known as

GM

Co-occurring keywords

structure learning (341) causal inference (1630) bayesian network (378) causal discovery (460) probabilistic inference (312) belief propagation (177) approximate inference (253) probabilistic modeling (852) bayesian inference (1907) markov random field (303)

Papers

Structure Learning of Partitioned Markov Networks ICML 2016
Variable Elimination in the Fourier Domain ICML 2016
Bayesian Networks for Variable Groups PGM 2016
Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks PGM 2016
The Chordal Graph Polytope for Learning Decomposable Models PGM 2016
PAC learning of Probabilistic Automaton based on the Method of Moments ICML 2016
Multi-Label Classification with Cutset Networks PGM 2016
Tightness of LP Relaxations for Almost Balanced Models AISTATS 2016
Survey Propagation beyond Constraint Satisfaction Problems AISTATS 2016
Active Learning Algorithms for Graphical Model Selection AISTATS 2016
Learning Bayesian networks with ancestral constraints NIPS 2016
Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Minimum Weight Perfect Matching via Blossom Belief Propagation NIPS 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
Adaptive Belief Propagation ICML 2015
Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015
Missing at Random in Graphical Models AISTATS 2015
Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015
The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015
A Graphical Model Approach for Matching Partial Signatures CVPR 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015
Consensus Message Passing for Layered Graphical Models AISTATS 2015
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs AISTATS 2015