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2110.02926
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On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime
6 October 2021
Zhiyan Ding
Shi Chen
Qin Li
S. Wright
MLT
AI4CE
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Papers citing
"On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime"
4 / 4 papers shown
Title
Understanding the training of infinitely deep and wide ResNets with Conditional Optimal Transport
Raphael Barboni
Gabriel Peyré
Franccois-Xavier Vialard
37
3
0
19 Mar 2024
Accelerating optimization over the space of probability measures
Shi Chen
Wenxuan Wu
Yuhang Yao
Stephen J. Wright
26
4
0
06 Oct 2023
A Selective Overview of Deep Learning
Jianqing Fan
Cong Ma
Yiqiao Zhong
BDL
VLM
28
136
0
10 Apr 2019
Global optimality conditions for deep neural networks
Chulhee Yun
S. Sra
Ali Jadbabaie
125
117
0
08 Jul 2017
1