conftrace_

most probable explanation

10 papers

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Also known as

MPE

Co-occurring keywords

probabilistic graphical model (226) graphical model (864) constrained optimization (281) markov network (40) probabilistic model (476) bayesian network (378) self-supervised learning (3777) probabilistic inference (312) probabilistic modeling (852) self-supervised loss (4)

Papers

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