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创建页面，内容为“{| class="wikitable" style="float:right; margin: -10px 0px 10px 20px; text-align:left" |<center>''' 吴磊 '''<br><img src=" " width="180"></center><small>[ 北…”
{| class="wikitable" style="float:right; margin: -10px 0px 10px 20px; text-align:left"
|<center>''' 吴磊 '''<br><img src=" " width="180"></center><small>[ 北京大学数学学院]</small>
|}
'''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
2021.8- 2021.11，宾夕法尼亚大学，博士后
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<ref>[https://www.math.pku.edu.cn/xygk/yzzc/index.htm 北京大学数学学院 ]</ref>
==参考资料==
{{reflist}}
[[Category:教授]]
|<center>''' 吴磊 '''<br><img src=" " width="180"></center><small>[ 北京大学数学学院]</small>
|}
'''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
2021.8- 2021.11，宾夕法尼亚大学，博士后
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<ref>[https://www.math.pku.edu.cn/xygk/yzzc/index.htm 北京大学数学学院 ]</ref>
==参考资料==
{{reflist}}
[[Category:教授]]