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Song Mei
AD Scientific Index 2024
Natural Sciences / Mathematical Sciences
University of California Berkeley - Berkeley / United States
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Song Mei's MOST POPULAR ARTICLES
1-)
A mean field view of the landscape of two-layers neural networksS Mei, A Montanari, P NguyenProceedings of the National Academy of Sciences 115, E7665-E7671, 20186092018
2-)
The generalization error of random features regression: Precise asymptotics and the double descent curveS Mei, A MontanariCommunications on Pure and Applied Mathematics 75 (4), 667-766, 20223702022
3-)
The landscape of empirical risk for non-convex lossesS Mei, Y Bai, A MontanariThe Annals of Statistics 46 (6A), 2747-2774, 20182682018
4-)
Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limitS Mei, T Misiakiewicz, A MontanariConference on Learning Theory (COLT) 2019, 20192892019
5-)
Linearized two-layers neural networks in high dimensionB Ghorbani, S Mei, T Misiakiewicz, A MontanariThe Annals of Statistics 49 (2), 1029-1054, 20212422021
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