conftrace_

junction tree

20 papers

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Also known as

JT

Co-occurring keywords

graphical model (864) probabilistic modeling (852) probabilistic graphical model (226) belief propagation (177) probabilistic inference (312) bayesian network (378) message passing (579) structure learning (341) tractable inference (32) exact inference (64)

Papers

Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022
On the complexity of the optimal transport problem with graph-structured cost AISTATS 2022
Learning General Latent-Variable Graphical Models with Predictive Belief Propagation AAAI 2020
Privacy Sensitive Construction of Junction Tree Agent Organization for Multiagent Graphical Models PGM 2018
Parameterised Queries and Lifted Query Answering IJCAI 2018
Simple Propagation with Arc-Reversal in Bayesian Networks PGM 2018
Tensor Belief Propagation ICML 2017
Active Learning for Undirected Graphical Model Selection AISTATS 2014
Learning Sum-Product Networks with Direct and Indirect Variable Interactions ICML 2014
A Junction Tree Framework for Undirected Graphical Model Selection JMLR 2014
Computing the M Most Probable Modes of a Graphical Model AISTATS 2013
A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees AISTATS 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Learning Efficient Markov Networks NIPS 2010
Exact inference and learning for cumulative distribution functions on loopy graphs NIPS 2010
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010
An LP View of the M-best MAP problem NIPS 2009
Learning Bounded Treewidth Bayesian Networks NIPS 2008
Efficient Principled Learning of Thin Junction Trees NIPS 2007