conftrace_

inference algorithm

49 papers

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Co-occurring keywords

graphical model (864) markov random field (303) probabilistic graphical model (226) probabilistic inference (312) structured prediction (396) probabilistic modeling (852) probabilistic programming (87) combinatorial optimization (1039) neural network (6616) bayesian network (378)

Papers

Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models EMNLP 2025
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models NIPS 2024
Inference and sampling of point processes from diffusion excursions UAI 2023
On inference and learning with probabilistic generating circuits UAI 2023
ASTRA: Understanding the practical impact of robustness for probabilistic programs UAI 2023
A Root of a Problem: Optimizing Single-Root Dependency Parsing EMNLP 2021
Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract) IJCAI 2020
Inference Strategies for Machine Translation with Conditional Masking EMNLP 2020
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities IJCAI 2020
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020
Distributed, partially collapsed MCMC for Bayesian Nonparametrics AISTATS 2020
Learning and Inference for Structured Prediction: A Unifying Perspective IJCAI 2019
Ranked Programming IJCAI 2019
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems IJCAI 2019
Bottleneck Potentials in Markov Random Fields ICCV 2019
Compiling Bayesian Network Classifiers into Decision Graphs AAAI 2019
TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019
Smoothing Structured Decomposable Circuits NIPS 2019
A Smoother Way to Train Structured Prediction Models NIPS 2018
Simple Propagation with Arc-Reversal in Bayesian Networks PGM 2018
Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 2018
Inference in Higher Order MRF-MAP Problems With Small and Large Cliques CVPR 2018
Modeling Online Discourse with Coupled Distributed Topics EMNLP 2018
HiDE: a Tool for Unrestricted Literature Based Discovery COLING 2018
Uprooting and Rerooting Higher-Order Graphical Models NIPS 2017