Bi-level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations. - Ebisa D. Wollega; Soumyadip Ghosh; Mark S. Squillante (WSC, 2016)

Efficient Stochastic Gradient Descent for Distributionally Robust Learning. - Soumyadip Ghosh; Mark S. Squillante; Ebisa D. Wollega (CoRR, 2018)

On Min-Max Optimization Over Large Data Sets. - Soumyadip Ghosh; Mark S. Squillante; Ebisa D. Wollega (SIGMETRICS Perform. Evaluation Rev., 2018)

Efficient Generalization with Distributionally Robust Learning. - Soumyadip Ghosh; Mark S. Squillante; Ebisa D. Wollega (NeurIPS, 2021)

On Solving Distributionally Robust Optimization Formulations Efficiently. - Soumyadip Ghosh; Mark S. Squillante; Ebisa D. Wollega (WSC, 2021)