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The Slow Deterioration of the Generalization Error of the Random Feature
  Model

The Slow Deterioration of the Generalization Error of the Random Feature Model

13 August 2020
Chao Ma
Lei Wu
E. Weinan
ArXivPDFHTML

Papers citing "The Slow Deterioration of the Generalization Error of the Random Feature Model"

6 / 6 papers shown
Title
A Mathematical Framework for Learning Probability Distributions
A Mathematical Framework for Learning Probability Distributions
Hongkang Yang
29
7
0
22 Dec 2022
Side Effects of Learning from Low-dimensional Data Embedded in a
  Euclidean Space
Side Effects of Learning from Low-dimensional Data Embedded in a Euclidean Space
Juncai He
R. Tsai
Rachel A. Ward
36
8
0
01 Mar 2022
Overview frequency principle/spectral bias in deep learning
Overview frequency principle/spectral bias in deep learning
Z. Xu
Yaoyu Zhang
Tao Luo
FaML
33
66
0
19 Jan 2022
Conditioning of Random Feature Matrices: Double Descent and
  Generalization Error
Conditioning of Random Feature Matrices: Double Descent and Generalization Error
Zhijun Chen
Hayden Schaeffer
35
12
0
21 Oct 2021
Frequency Principle in Deep Learning Beyond Gradient-descent-based
  Training
Frequency Principle in Deep Learning Beyond Gradient-descent-based Training
Yuheng Ma
Zhi-Qin John Xu
Jiwei Zhang
21
7
0
04 Jan 2021
Towards a Mathematical Understanding of Neural Network-Based Machine
  Learning: what we know and what we don't
Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don't
E. Weinan
Chao Ma
Stephan Wojtowytsch
Lei Wu
AI4CE
22
133
0
22 Sep 2020
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