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

Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NIPS 2007
Expectation Maximization and Posterior Constraints NIPS 2007
Privacy-Preserving Belief Propagation and Sampling NIPS 2007
Learning with Tree-Averaged Densities and Distributions NIPS 2007
Efficient Bayesian Inference for Dynamically Changing Graphs NIPS 2007
Scene Segmentation with CRFs Learned from Partially Labeled Images NIPS 2007
Linear programming analysis of loopy belief propagation for weighted matching NIPS 2007
Infinite State Bayes-Nets for Structured Domains NIPS 2007
Loop Corrections for Approximate Inference on Factor Graphs JMLR 2007
Truncating the Loop Series Expansion for Belief Propagation JMLR 2007
Efficient Principled Learning of Thin Junction Trees NIPS 2007
Efficient Inference for Distributions on Permutations NIPS 2007
Loop Series and Bethe Variational Bounds in Attractive Graphical Models NIPS 2007
Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing NIPS 2007
Local Algorithms for Approximate Inference in Minor-Excluded Graphs NIPS 2007
Measuring Neural Synchrony by Message Passing NIPS 2007
Relational Dependency Networks JMLR 2007
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007
Discovering Weakly-Interacting Factors in a Complex Stochastic Process NIPS 2007
Inferring Network Structure from Co-Occurrences NIPS 2006
Bayesian Model Scoring in Markov Random Fields NIPS 2006
Learning Nonparametric Models for Probabilistic Imitation NIPS 2006
High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression NIPS 2006
Analysis of Contour Motions NIPS 2006
A Graphical Representation of Equivalence Classes of AMP Chain Graphs JMLR 2006