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Linear Programming

42 directly classified papers

Papers per year

Papers

Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024
On the Power of Small-size Graph Neural Networks for Linear Programming NIPS 2024
Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024
Learning to Pivot as a Smart Expert AAAI 2024
Rule Induction in Knowledge Graphs Using Linear Programming AAAI 2023
Approximate Causal Effect Identification under Weak Confounding ICML 2023
Efficient Map Sparsification Based on 2D and 3D Discretized Grids CVPR 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023
Contextual Bandits with Knapsacks for a Conversion Model NIPS 2022
Operator-Potential Heuristics for Symbolic Search AAAI 2022
Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022
Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient NIPS 2021
Probabilistic Linear Solvers for Machine Learning NIPS 2020
Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution AAAI 2020
Optimal least-squares solution to the hand-eye calibration problem CVPR 2020
Interior Point Solving for LP-based prediction+optimisation NIPS 2020
Faster Randomized Infeasible Interior Point Methods for Tall/Wide Linear Programs NIPS 2020
Simple and Fast Algorithm for Binary Integer and Online Linear Programming NIPS 2020
Total Least Squares Regression in Input Sparsity Time NIPS 2019
Faster width-dependent algorithm for mixed packing and covering LPs NIPS 2019
Certainty Equivalence is Efficient for Linear Quadratic Control NIPS 2019
Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information AAAI 2019
Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling NIPS 2018
Leveraged volume sampling for linear regression NIPS 2018
Oracle Summaries of Compressive Summarization ACL 2017