Grigas, Paul

5 publications

AISTATS 2025 Beyond Discretization: Learning the Optimal Solution Path Qiran Dong, Paul Grigas, Vishal Gupta

NeurIPS 2025 Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Hyungki Im, Wyame Benslimane, Paul Grigas

ICML 2021 Joint Online Learning and Decision-Making via Dual Mirror Descent Alfonso Lobos, Paul Grigas, Zheng Wen

NeurIPS 2021 Risk Bounds and Calibration for a Smart Predict-Then-Optimize Method Heyuan Liu, Paul Grigas

NeurIPS 2019 Generalization Bounds in the Predict-Then-Optimize Framework Othman El Balghiti, Adam N. Elmachtoub, Paul Grigas, Ambuj Tewari