Haotian Gu 

Ph.D. in Applied Mathematics | Quantitative Researcher

About Me

Hi! I obtained my Ph.D. in Applied Mathematics from UC Berkeley in May 2023, under the joint supervision of Prof. Xin Guo and Prof. Fraydoun Rezakhanlou. Prior to enrolling at UC Berkeley, I completed my Bachelor's degree in Mathematics at the University of Hong Kong.

My research focuses on the intersection of stochastic control, game theory, and reinforcement learning. Additionally, I am involved in theoretical machine learning, particularly in the areas of robustness, transferability, and federated learning.

In July 2023, I will be joining Citadel Securities as a quantitative researcher.

Google Scholar---LinkedIn---Resume---Email


Mean-field Control and Reinforcement Learning

Adversarial Robustness

Transfer Learning

Federated Learning

Management Science

PDE and Numerical Analysis

Invited Talks

Teaching Experience

Industry Experience

Research Scientist Intern, Amazon

Quantitative Research Intern, Citadel Securities