Shipu Zhao | DeepAI

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Featured Co-authors

Madeleine Udell
47 publications
Fengqi You
8 publications
Zachary Frangella
5 publications
Pratik Rathore
2 publications

research

∙ 09/05/2023

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates

This paper introduces PROMISE (Preconditioned Stochastic Optimization Me...

0 Zachary Frangella, et al. ∙

research

∙ 11/16/2022

SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates

We introduce SketchySGD, a stochastic quasi-Newton method that uses sket...

0 Zachary Frangella, et al. ∙

research

∙ 02/28/2020

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

This paper presents a novel deep learning based data-driven optimization...

0 Shipu Zhao, et al. ∙