contextual optimization

Learning Decision-Sufficient Representations for Linear Optimization COLT 2026 An Inverse Optimization Approach to Contextual Inverse Optimization IJCAI 2025 BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation AAAI 2025 Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach ICML 2025 Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025 End-to-end Conditional Robust Optimization UAI 2024 Robust Data-driven Prescriptiveness Optimization ICML 2024 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 Contextual Stochastic Bilevel Optimization NeurIPS 2023 Predict-then-Calibrate: A New Perspective of Robust Contextual LP NeurIPS 2023 Robust Bayesian Satisficing NeurIPS 2023 Online Learning from Optimal Actions COLT 2021 Offline Contextual Bayesian Optimization NeurIPS 2019