Linear Programming

Canonical Domain Reduction for Partial Counterfactual Identification UAI 2026 Fixed-Parameter Tractability of Private Synthetic Data Generation COLT 2026 Learning Decision-Sufficient Representations for Linear Optimization COLT 2026 Task Assignment meets Annotator Modeling: Human-LLM Collaborative Annotation with Constraints ACL 2026 Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024 Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024 Learning to Pivot as a Smart Expert AAAI 2024 On the Power of Small-size Graph Neural Networks for Linear Programming NeurIPS 2024 Privacy-Aware Randomized Quantization via Linear Programming UAI 2024 Approximate Causal Effect Identification under Weak Confounding ICML 2023 Efficient Map Sparsification Based on 2D and 3D Discretized Grids CVPR 2023 Rule Induction in Knowledge Graphs Using Linear Programming AAAI 2023 Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023 Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022 Contextual Bandits with Knapsacks for a Conversion Model NeurIPS 2022 Operator-Potential Heuristics for Symbolic Search AAAI 2022 Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient NeurIPS 2021 Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution AAAI 2020 Extrapolating the profile of a finite population COLT 2020 Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs NeurIPS 2020 Interior Point Solving for LP-based prediction+optimisation NeurIPS 2020 Optimal least-squares solution to the hand-eye calibration problem CVPR 2020 Probabilistic Linear Solvers for Machine Learning NeurIPS 2020 Simple and Fast Algorithm for Binary Integer and Online Linear Programming NeurIPS 2020 Certainty Equivalence is Efficient for Linear Quadratic Control NeurIPS 2019