Situational-Constrained Sequential Resources Allocation via Reinforcement LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
PySCIPOpt-ML: Embedding Trained Machine Learning Models into
Mixed-Integer ProgramsIntegration of AI and OR Techniques in Constraint Programming (CPAIOR), 2023 |
Model-based feature selection for neural networks: A mixed-integer
programming approachLearning and Intelligent Optimization (LION), 2023 |
P-split formulations: A class of intermediate formulations between big-M and convex hull for disjunctive constraintsMathematical programming (Math. Program.), 2022 |
OMLT: Optimization & Machine Learning ToolkitJournal of machine learning research (JMLR), 2022 |
Partition-based formulations for mixed-integer optimization of trained
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