inference algorithm

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 NeurIPS 2024 Modeling Boundedly Rational Agents with Latent Inference Budgets ICLR 2024 ASTRA: Understanding the practical impact of robustness for probabilistic programs UAI 2023 Inference and sampling of point processes from diffusion excursions UAI 2023 On inference and learning with probabilistic generating circuits UAI 2023 A Root of a Problem: Optimizing Single-Root Dependency Parsing EMNLP 2021 Distributed, partially collapsed MCMC for Bayesian Nonparametrics AISTATS 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 Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models (Extended Abstract) IJCAI 2020 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 Learning and Inference for Structured Prediction: A Unifying Perspective IJCAI 2019 Ranked Programming IJCAI 2019 Smoothing Structured Decomposable Circuits NeurIPS 2019 TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019 A Smoother Way to Train Structured Prediction Models NeurIPS 2018 HiDE: a Tool for Unrestricted Literature Based Discovery COLING 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 Simple Propagation with Arc-Reversal in Bayesian Networks PGM 2018