Siqi Zhang

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Siqi Zhang

Department of Applied Mathematics and Statistics (AMS)
Whiting School of Engineering (WSE)
Johns Hopkins University (JHU)

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Introduction

Hi, this is Siqi Zhang. Now I am a Rufus Isaacs Postdoctoral Fellow in the Department of Applied Mathematics and Statistics (AMS) of Johns Hopkins University (JHU).

I got my Ph.D. degree from the ISE Department of UIUC in June 2022, supervised by Prof. Niao He.

Research Intersts

Broadly speaking, I am interested in optimization and its applications in machine learning. Recently, I am focusing on the following topics:

  • Stochastic optimization, nonconvex optimization, minimax optimization

  • Federated learning and its applications

  • Intersection of opitmization with sampling, control and reinforcement learning

News

  • [2024.01] One paper is accepted to ICLR 2024, one paper is accepted to AISTATS 2024, congrat to all the wonderful collaborators!

  • [2022.06] Successfully passed the Ph.D. dissertation defense!

  • [2021.05] One paper is accepted to UAI 2021, thanks to all the wonderful collaborators!

Contact

  • Email: szhan207 AT jhu DOT edu

  • Address: Wyman Park Building, Johns Hopkins University, Homewood Campus, Baltimore, MD 21218