maximum a posteriori inference

MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022 One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022 Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NeurIPS 2021 Probabilistic Attention for Interactive Segmentation NeurIPS 2021 Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes ICLR 2021 Almost No News on the Complexity of MAP in Bayesian Networks PGM 2020 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020 Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks PGM 2020 Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017 Exactness of Approximate MAP Inference in Continuous MRFs NeurIPS 2015 Fast Lifted MAP Inference via Partitioning NeurIPS 2015 Lifted Inference Rules With Constraints NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Smooth and Strong: MAP Inference with Linear Convergence NeurIPS 2015 An Integer Polynomial Programming Based Framework for Lifted MAP Inference NeurIPS 2014 Max-Margin Boltzmann Machines for Object Segmentation CVPR 2014 New Rules for Domain Independent Lifted MAP Inference NeurIPS 2014 Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014 Simple MAP Inference via Low-Rank Relaxations NeurIPS 2014 On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations NeurIPS 2013 Learning as MAP Inference in Discrete Graphical Models NeurIPS 2012 Priors for Diversity in Generative Latent Variable Models NeurIPS 2012 Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NeurIPS 2012 An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NeurIPS 2009