conftrace_

variable elimination

18 papers

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Also known as

VE

Co-occurring keywords

probabilistic inference (312) graphical model (864) bayesian network (378) exact inference (64) lifted inference (46) constraint satisfaction (294) message passing (579) map inference (130) approximate inference (253) benchmark problem (2)

Papers

Circuit-Aware d-DNNF Compilation IJCAI 2025
Identifying Causal Effects Under Functional Dependencies NIPS 2024
Credal Marginal MAP NIPS 2023
Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions AISTATS 2022
Speeding up approximate MAP by applying domain knowledge about relevant variables PGM 2022
Decomposition Strategies to Count Integer Solutions over Linear Constraints IJCAI 2021
Variable Elimination in Binary CSPs (Extended Abstract) IJCAI 2020
Factor Graph Grammars NIPS 2020
Tensor Variable Elimination for Plated Factor Graphs ICML 2019
Counting the Optimal Solutions in Graphical Models NIPS 2019
Simple Propagation with Arc-Reversal in Bayesian Networks PGM 2018
Variable Elimination in the Fourier Domain ICML 2016
On the Relationship between Sum-Product Networks and Bayesian Networks ICML 2015
Completeness Results for Lifted Variable Elimination AISTATS 2013
Lifted Variable Elimination with Arbitrary Constraints AISTATS 2012
Solving Decision Problems with Limited Information NIPS 2011
HOP-MAP: Efficient Message Passing with High Order Potentials AISTATS 2010
MAS: a multiplicative approximation scheme for probabilistic inference NIPS 2008