Zheng-Chu Guo

Full Professor, Mathematics, Zhejiang University

Joined

June 2023

Names

Zheng-Chu Guo (Preferred)

Emails

****@zju.edu.cn (Confirmed)

,

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Mathematics, Zhejiang University (zju.edu.cn)

2021 – Present

Associate Professor

Mathematics, Zhejiang University (zju.edu.cn)

2017 – 2020

Assistant Professor

Mathematics, Zhejiang University (zju.edu.cn)

2013 – 2016

Advisors, Relations & Conflicts

Postdoc Advisor

2012 – 2013

PhD Advisor

2007 – 2011

Expertise

Learning Theory

Present

Publications

Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
Yuanfan Li, Yunwen Lei, Zheng-Chu Guo, Yiming Ying
- NeurIPS 2025 poster
- Readers: Everyone
Optimality of Robust Online Learning
Zheng-Chu Guo, Andreas Christmann, Lei Shi
- Found. Comput. Math. 2024
- Readers: Everyone
Online regularized learning algorithm for functional data
Yuan Mao, Zheng-Chu Guo
- J. Complex. 2024
- Readers: Everyone
Stochastic Gradient Descent for Two-layer Neural Networks
Dinghao Cao, Zheng-Chu Guo, Lei Shi
- CoRR 2024
- Readers: Everyone
Coefficient-based regularized distribution regression
Yuan Mao, Lei Shi, Zheng-Chu Guo
- J. Approx. Theory 2024
- Readers: Everyone
Coefficient-based Regularized Distribution Regression
Yuan Mao, Lei Shi, Zheng-Chu Guo
- CoRR 2022
- Readers: Everyone
Online Regularized Learning Algorithm for Functional Data
Yuan Mao, Zheng-Chu Guo
- CoRR 2022
- Readers: Everyone
Capacity dependent analysis for functional online learning algorithms
Xin Guo, Zheng-Chu Guo, Lei Shi
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Realizing Data Features by Deep Nets
Zheng-Chu Guo, Lei Shi, Shao-Bo Lin
- IEEE Trans. Neural Networks Learn. Syst. 2020
- Readers: Everyone

View all 30 publications

Co-Authors