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Improved Convergence Guarantees for Shallow Neural Networks

Improved Convergence Guarantees for Shallow Neural Networks

5 December 2022
A. Razborov
    ODL
ArXivPDFHTML

Papers citing "Improved Convergence Guarantees for Shallow Neural Networks"

3 / 3 papers shown
Title
Learning Lipschitz Functions by GD-trained Shallow Overparameterized
  ReLU Neural Networks
Learning Lipschitz Functions by GD-trained Shallow Overparameterized ReLU Neural Networks
Ilja Kuzborskij
Csaba Szepesvári
21
4
0
28 Dec 2022
On Margin Maximization in Linear and ReLU Networks
On Margin Maximization in Linear and ReLU Networks
Gal Vardi
Ohad Shamir
Nathan Srebro
45
28
0
06 Oct 2021
On the Proof of Global Convergence of Gradient Descent for Deep ReLU
  Networks with Linear Widths
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Quynh N. Nguyen
31
49
0
24 Jan 2021
1