variable elimination

Circuit-Aware d-DNNF Compilation IJCAI 2025 Fast Arc-Reversal PGM 2024 Identifying Causal Effects Under Functional Dependencies NeurIPS 2024 Credal Marginal MAP NeurIPS 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 You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks PGM 2022 Decomposition Strategies to Count Integer Solutions over Linear Constraints IJCAI 2021 Factor Graph Grammars NeurIPS 2020 Variable Elimination in Binary CSPs (Extended Abstract) IJCAI 2020 Counting the Optimal Solutions in Graphical Models NeurIPS 2019 Tensor Variable Elimination for Plated Factor Graphs ICML 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 NeurIPS 2011 HOP-MAP: Efficient Message Passing with High Order Potentials AISTATS 2010 Lifted Inference Seen from the Other Side : The Tractable Features NeurIPS 2010 MAS: a multiplicative approximation scheme for probabilistic inference NeurIPS 2008