Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs). - Shipu Zhao; Fengqi You (CoRR, 2020)

NysADMM: faster composite convex optimization via low-rank approximation. - Shipu Zhao; Zachary Frangella; Madeleine Udell (ICML, 2022)

SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates. - Zachary Frangella; Pratik Rathore; Shipu Zhao; Madeleine Udell (CoRR, 2022)

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates. - Zachary Frangella; Pratik Rathore; Shipu Zhao; Madeleine Udell (CoRR, 2023)

SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates. - Zachary Frangella; Pratik Rathore; Shipu Zhao; Madeleine Udell (SIAM J. Math. Data Sci., 2024)