I’m a machine learning master student at Carnegie Mellon University School of Computer Science. Previously I was also an undergraduate student at CMU studying computer science and mathematics. I’m interested in machine learning and optimization, especially the …

Adaptive Algorithms in Deep Learning Optimization, Feb 2022 { May 2023 CMU MLD, Advisor: Prof. Yuanzhi Li Proposed a novel explanation of why adaptive algorithms converge faster than stochastic gradient descent for transformers through the …

‪Machine Learning Department, CMU‬ - ‪‪Cited by 50‬‬ - ‪Machine Learning‬ - ‪Non-Convex Optimization‬ - ‪Online Learning‬ - ‪Generative Models‬

Shuicheng Yan, Fellow of AAAI, ACM,... National University of Singapore | Looking for RF/Students (including IPPs) Verified email at nus.edu.sg

Dr. Yan Pan is an Assistant Professor at HeXie Management Research Centre, Xi’an Jiaotong-Liverpool University. Pan earned his bachelor’s degree in Human Resource Management...

Y Zhang, Y Pan, Y Xue, I Diallo, X Zeng, S Li, JD Neelin, WKM Lau, ... Assessment of CMIP models in simulating the relationship between wintertime atmospheric circulation in the Northern...

Yan Pan received the B.S. degree in information science and the Ph.D. degree in computer science from Sun Yat-sen University, Guangzhou, China, in 2002 and 2007, respectively. He is an Associate Professor with Sun Yat-sen University.

Studied new mathematical notions of smoothness and Lipschitzness in non-convex optimization. Conducted experiments to verify hypotheses about the Hessian of neural networks.