Shipu Zhao

发表

NysADMM: faster composite convex optimization via low-rank approximation

Madeleine Udell, Shipu Zhao, Zachary Frangella, 2022, ICML.

Resilient supply chain design and operations with decision‐dependent uncertainty using a data‐driven robust optimization approach

Fengqi You, Shipu Zhao, F. You, 2019, AIChE Journal.

SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates

Madeleine Udell, Shipu Zhao, Zachary Frangella, 2022, ArXiv.

SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates

Madeleine Udell, Shipu Zhao, Zachary Frangella, 2022, ArXiv.

Comparative Life-Cycle Assessment of Li-Ion Batteries through Process-Based and Integrated Hybrid Approaches

Fengqi You, Shipu Zhao, F. You, 2019, ACS Sustainable Chemistry & Engineering.

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs)

F. You, Shipu Zhao, 2020, AIChE Journal.

SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates

Madeleine Udell, Shipu Zhao, Zachary Frangella, 2022, 2211.08597.

An automatic system to detect equivalence between iterative algorithms

Madeleine Udell, Laurent Lessard, Shipu Zhao, 2021, 2105.04684.

GeNIOS: an (almost) second-order operator-splitting solver for large-scale convex optimization

B. Stellato, Shipu Zhao, Zachary Frangella, 2023, 2310.08333.

On the (linear) convergence of Generalized Newton Inexact ADMM

Madeleine Udell, B. Stellato, Theo Diamandis, 2023, 2302.03863.

Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs) pdf

Fengqi You, Shipu Zhao, F. You, 2020, AIChE Journal.