conftrace_

graphical model

864 papers

Explore in graph

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

Learning Factor Graphs in Polynomial Time and Sample Complexity JMLR 2006
Linear Programming Relaxations and Belief Propagation -- An Empirical Study JMLR 2006
Multi-dynamic Bayesian Networks NIPS 2006
Learning with Hypergraphs: Clustering, Classification, and Embedding NIPS 2006
Training Conditional Random Fields for Maximum Labelwise Accuracy NIPS 2006
Approximate inference using planar graph decomposition NIPS 2006
Efficient Structure Learning of Markov Networks using $L_1$-Regularization NIPS 2006
Loopy Belief Propagation: Convergence and Effects of Message Errors JMLR 2005
Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005
Reinforcement Learning with Factored States and Actions JMLR 2004
Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004
The Representational Power of Discrete Bayesian Networks JMLR 2002
Learning Probabilistic Models of Link Structure JMLR 2002
Dependency Networks for Inference, Collaborative Filtering, and Data Visualization JMLR 2000