conftrace_

maximum a posteriori inference

11 papers

Explore in graph

Co-occurring keywords

map inference (130) markov random field (303) graphical model (864) probabilistic graphical model (226) determinantal point process (140) maximum a posteriori (88) structured prediction (396) combinatorial optimization (1039) online algorithm (445) streaming algorithm (131)

Papers

MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NIPS 2021
Probabilistic Attention for Interactive Segmentation NIPS 2021
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017
Max-Margin Boltzmann Machines for Object Segmentation CVPR 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012