mixed-integer program

A graphical global optimization framework for parameter estimation of statistical models with nonconvex regularization functions AISTATS 2025 Reinforcement learning with combinatorial actions for coupled restless bandits ICLR 2025 FairWASP: Fast and Optimal Fair Wasserstein Pre-processing AAAI 2024 Learning to Solve Bilevel Programs with Binary Tender ICLR 2024 Neur2BiLO: Neural Bilevel Optimization NeurIPS 2024 Taming Binarized Neural Networks and Mixed-Integer Programs AAAI 2024 Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks JMLR 2023 Scalable Optimal Multiway-Split Decision Trees with Constraints AAAI 2023 Learning Binary Decision Trees by Argmin Differentiation ICML 2021 Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction AAAI 2020 Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation UAI 2020 Computing Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games AAAI 2020 Deep Learning—Powered Iterative Combinatorial Auctions AAAI 2020 Learning solutions to hybrid control problems using Benders cuts L4DC 2020 Integrating Machine Learning and Optimization Methods for Imaging of Patients with Prostate Cancer MLHC 2018 MDPs with Non-Deterministic Policies NeurIPS 2008