吴磊（教授）查看源代码讨论查看历史
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吴磊，男，北京大学数学学院教授。
人物履历
教育经历
2019 北京大学 博士
2012 南开大学 学士
工作经历
2021.12-现在，北京大学，助理教授
2018.11-2021.7，普林斯顿大学，博士后
学术成果
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]