Bin Shi [Google Scholar]

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Associate Professor (my resume) Previously, I was a postdoc of Michael I. Jordan.
Academy of Mathematics and Systems Science
Chinese Academy of Sciences

Address: No.55 Zhong Guan Cun East Road, Beijing 100190, China
Office: Z-502, AMSS, CAS
Tel: +86-(010)82541583
Email: shibin@lsec.cc.ac.cn; binshi2021@gmail.com

Research interests

Optimization for Machine Learning
Numerical Analysis and Scientific Computing
Data Assimilation
Nonlinear and Stochastic Sciences
Fluid Dynamics (Turbulence, Geophysical, Astrophysical)

Selected Publications

Understanding the Acceleration Phenomenon via High-Resolution Differential Equations, Mathematical Programming, Series A, 195(1):79–148, 2022.
- Bin Shi, Simon S. Du, Weijie Su, and Michael I. Jordan

On Learning Rates and Schrödinger Operators, Journal of Machine Learning Research, 24(379):1-53, 2023.
- Bin Shi, Weijie Su and Michael I. Jordan

The sampling method for optimal precursors of El Niño-Southern Oscillation events, Nonlinear Processes in Geophysics, 31(1):165–174, 2024.
- Bin Shi and Junjie Ma

Understanding the ADMM Algorithm via High-Resolution Differential Equations,
- Bowen Li and Bin Shi