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A priori estimates for classification problems using neural networks

A priori estimates for classification problems using neural networks

28 September 2020
E. Weinan
Stephan Wojtowytsch
ArXivPDFHTML

Papers citing "A priori estimates for classification problems using neural networks"

3 / 3 papers shown
Title
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed
  Number of Neurons
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons
Zuowei Shen
Haizhao Yang
Shijun Zhang
56
36
0
06 Jul 2021
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Zuowei Shen
Haizhao Yang
Shijun Zhang
103
115
0
28 Feb 2021
Can Shallow Neural Networks Beat the Curse of Dimensionality? A mean
  field training perspective
Can Shallow Neural Networks Beat the Curse of Dimensionality? A mean field training perspective
Stephan Wojtowytsch
E. Weinan
MLT
31
48
0
21 May 2020
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