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

Concavity of reweighted Kikuchi approximation NIPS 2014
High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models JMLR 2014
Global Sensitivity Analysis for MAP Inference in Graphical Models NIPS 2014
Learning Sum-Product Networks with Direct and Indirect Variable Interactions ICML 2014
Message Passing Inference for Large Scale Graphical Models with High Order Potentials NIPS 2014
Learning Chordal Markov Networks by Dynamic Programming NIPS 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation NIPS 2014
Computational Education using Latent Structured Prediction AISTATS 2014
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations NIPS 2014
Joint Structure Learning of Multiple Non-Exchangeable Networks AISTATS 2014
Learning Graphs with a Few Hubs ICML 2014
Inference by Learning: Speeding-up Graphical Model Optimization via a Coarse-to-Fine Cascade of Pruning Classifiers NIPS 2014
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014
Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014
Structure learning of antiferromagnetic Ising models NIPS 2014
Multi-scale Graphical Models for Spatio-Temporal Processes NIPS 2014
Structure Regularization for Structured Prediction NIPS 2014
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection NIPS 2014
Active Learning for Undirected Graphical Model Selection AISTATS 2014
An inclusion optimal algorithm for chain graph structure learning AISTATS 2014
On the Testability of Models with Missing Data AISTATS 2014
Elementary Estimators for Graphical Models NIPS 2014
Multiple Testing under Dependence via Semiparametric Graphical Models ICML 2014
SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication AISTATS 2014