Tansheng Zhu 朱坦晟
My research interests lie in {machine learning theory, optimization, and high-dimensional probability}.
Under the guidance of Prof. Zhenli Xu, I am currently researching efficient algorithms for Bayesian optimization and reinforcement learning.
Also, under the supervision of Prof. Fenglei Fan, I am investigating the properties of finitely wide neural networks as their depth approaches infinity, with the aim of uncovering the duality between width and depth.
Education
Aug. 2021 – June 2025 (expected), B.S. in Mathematics (Zhiyuan Honors Program), Minor in Finance, Shanghai Jiao Tong University
July 2024 – Sept. 2024, Junior Research Assistant, Department of Mathematics, The Chinese University of Hong Kong
Jan. 2024 – May 2024, Exchange Student, Department of Mathematics, The Chinese University of Hong Kong
Honors and Awards
May 2024, Winning Prize in S.-T. Yau College Student Mathematics Contest on Appl. & Comp. Mathematics
May 2024, Finalist Winner in Mathematical Contest in Modeling (Top 3% in 18000+ teams)
Nov. 2023, 1st Prize in Shanghai Region of Chinese Mathematics Competitions
Oct. 2020, 1st Prize in Chinese High School Mathematics League
2023, Huawei Scholarship (Top 5%, Shanghai Jiao Tong University)
2022, Zhiyuan Outstanding Leader Scholarship (25 winners each year, Shanghai Jiao Tong University)
2022, A-class Academic Excellence Scholarship (Top 1%, Shanghai Jiao Tong University)
2022, Merit Student (Top 1/21, Shanghai Jiao Tong University)
2021, 2022, 2023, Zhiyuan Honors Scholarship (Top 10%, Shanghai Jiao Tong University)
Contact
Email: ;  
GitHub: tshzhu (Tansheng Zhu)
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