Join-Graph Propagation Algorithms

15 January 2014

Papers citing "Join-Graph Propagation Algorithms"

22 / 22 papers shown

Title
Estimating Causal Effects from Learned Causal Networks Anna K. Raichev Alexander Ihler Jin Tian Rina Dechter CML 78 3 0 26 Aug 2024
Leveraging graphical model techniques to study evolution on phylogenetic networks Benjamin Teo P. Bastide Cécile Ané 44 1 0 15 May 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate BDL 53 1 0 17 Apr 2024
Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models Peng Lin M. Neil Norman E. Fenton 76 0 0 23 Feb 2024
Approximate inference of marginals using the IBIA framework Shivani Bathla V. Vasudevan 96 0 0 01 Jun 2023
IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function Shivani Bathla V. Vasudevan TPM 79 1 0 13 Apr 2023
Markov Conditions and Factorization in Logical Credal Networks Fabio Gagliardi Cozman 57 0 0 27 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 69 0 0 01 Feb 2023
IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees Shivani Bathla V. Vasudevan 52 2 0 24 Feb 2022
Graph Coloring: Comparing Cluster Graphs to Factor Graphs Simon Streicher J. D. Preez 55 12 0 05 Oct 2021
Hypertree Decompositions Revisited for PGMs A. S. Arun Sai Vikneshwar Mani Jayaraman Christopher Ré Atri Rudra TPM 50 0 0 02 Jul 2018
Efficient Learning of Bounded-Treewidth Bayesian Networks from Complete and Incomplete Data Sets Mauro Scanagatta Giorgio Corani Marco Zaffalon Jaemin Yoo U. Kang TPM 135 31 0 07 Feb 2018
Meta-Learning MCMC Proposals Tongzhou Wang Yi Wu David A. Moore Stuart J. Russell BDL 80 2 0 21 Aug 2017
Variable Elimination in the Fourier Domain Yexiang Xue Stefano Ermon Ronan Le Bras Carla P. Gomes B. Selman TPM 90 11 0 17 Aug 2015
Performing Bayesian Risk Aggregation using Discrete Approximation Algorithms with Graph Factorization Peng Lin 53 4 0 02 Jun 2015
Approximations and bounds for binary Markov random fields H. Austad H. Tjelmeland TPM 44 1 0 29 Jan 2015
Structured Message Passing Vibhav Gogate Pedro M. Domingos TPM 107 20 0 26 Sep 2013
Variational Algorithms for Marginal MAP Qiang Liu Alexander Ihler 139 78 0 26 Feb 2013
Belief Propagation for Structured Decision Making Qiang Liu Alexander Ihler 98 39 0 16 Oct 2012
Join-graph based cost-shifting schemes Alexander Ihler N. Flerova R. Dechter L. Otten 139 49 0 16 Oct 2012
Approximation by Quantization Vibhav Gogate Pedro M. Domingos 72 19 0 14 Feb 2012
Finding Non-overlapping Clusters for Generalized Inference Over Graphical Models Divyanshu Vats José M. F. Moura 119 5 0 20 Jul 2011