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conftrace_

most probable explanation

12 papers

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Also known as

MPE

Co-occurring keywords · papers mentioning both

probabilistic graphical model (5) graphical model (4) constrained optimization (3) self-supervised learning (3) markov network (2) weighted model counting (2) probabilistic model (2) bayesian network (2) exact inference (2) probabilistic inference (2)

Papers

Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025 New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025 SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings AISTATS 2025 A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models NeurIPS 2024 Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024 Serving MPE Queries on Tensor Networks by Computing Derivatives PGM 2024 Faster Exact MPE and Constrained Optimization with Deterministic Finite State Automata IJCAI 2023 Novel Upper Bounds for the Constrained Most Probable Explanation Task NeurIPS 2021 Most Probable Explanations for Probabilistic Database Queries IJCAI 2017 On Relaxing Determinism in Arithmetic Circuits ICML 2017 Multi-Label Classification with Cutset Networks PGM 2016 Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NeurIPS 2012