Binary Classification with Instance and Label Dependent Label Noise. - Hyungki Im; Paul Grigas (CoRR, 2023)

Stochastic First-Order Algorithms for Constrained Distributionally Robust Optimization. - Hyungki Im; Paul Grigas (INFORMS J. Comput., 2025)

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints. - Hyungki Im; Wyame Benslimane; Paul Grigas (CoRR, 2025)