吳磊(教授)檢視原始碼討論檢視歷史
吳磊,男,北京大學數學學院教授。
人物履歷
教育經歷
2019 北京大學 博士
2012 南開大學 學士
工作經歷
2021.12-現在,北京大學,助理教授
2018.11-2021.7,普林斯頓大學,博士後
學術成果
1.Weinan E, Chao Ma, Lei Wu. Machine Learning from a Continuous Viewpoint. Science China Mathematics, 2020
2.Weinan E, Chao Ma, Lei Wu. Barron spaces and flow-induced function spaces for neural network models. Constructive Approximation, 2021.
3.Weinan E, Chao Ma, Lei Wu. A comparative analysis of the optimization and generalization property of two-layer neural network and random feature models under gradient descent dynamics. Science China Mathematics, 2020.
4.Weinan E, Chao Ma, Lei Wu. A priori estimates of the population risk for two-layer neural networks. Communications in Mathematical Sciences, 2019
5.Lei Wu, Chao Ma, Weinan E. How SGD selects the global minima in over-parameterized learning: A dynamical stability perspective. Advances in Neural Information Processing Systems (NeurIPS), 2018[1]