The Generalization Error of the Minimum-norm Solutions for
Over-parameterized Neural Networks

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The Generalization Error of the Minimum-norm Solutions for Over-parameterized Neural Networks

15 December 2019

Chao Ma

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Papers citing "The Generalization Error of the Minimum-norm Solutions for Over-parameterized Neural Networks"

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Title
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 111 7 0 22 Dec 2022
Data-informed Deep Optimization Lulu Zhang Z. Xu Yaoyu Zhang AI4CE 62 3 0 17 Jul 2021
Generalization Error of GAN from the Discriminator's Perspective Hongkang Yang Weinan E GAN 100 14 0 08 Jul 2021
One-pass Stochastic Gradient Descent in Overparametrized Two-layer Neural Networks Hanjing Zhu Hanjing Zhu MLT 26 3 0 01 May 2021
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression Koby Bibas M. Feder 43 5 0 14 Feb 2021
Generalization and Memorization: The Bias Potential Model Hongkang Yang E. Weinan 85 13 0 29 Nov 2020
Complexity Measures for Neural Networks with General Activation Functions Using Path-based Norms Zhong Li Chao Ma Lei Wu 63 24 0 14 Sep 2020
Understanding Implicit Regularization in Over-Parameterized Single Index Model Jianqing Fan Zhuoran Yang Mengxin Yu 81 18 0 16 Jul 2020
Maximum-and-Concatenation Networks Xingyu Xie Hao Kong Jianlong Wu Wayne Zhang Guangcan Liu Zhouchen Lin 157 2 0 09 Jul 2020
The Random Feature Model for Input-Output Maps between Banach Spaces Nicholas H. Nelsen Andrew M. Stuart 105 144 0 20 May 2020