On size-independent sample complexity of ReLU networks-Reference-Cited by-同舟云学术

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On size-independent sample complexity of ReLU networks

Published:2024-08 Issue: Volume:186 Page:106482
ISSN:0020-0190
Container-title:Information Processing Letters
language:en
Short-container-title:Information Processing Letters

Author:

Sellke Mark^ORCID

Publisher

Elsevier BV

Reference15 articles.

1. Neural Network Learning: Theoretical Foundations;Anthony,1999

2. Stronger generalization bounds for deep nets via a compression approach;Arora,2018

3. For valid generalization the size of the weights is more important than the size of the network;Bartlett;Adv. Neural Inf. Process. Syst.,1996

4. Spectrally-normalized margin bounds for neural networks;Bartlett;Adv. Neural Inf. Process. Syst.,2017

5. Concentration Inequalities: A Nonasymptotic Theory of Independence;Boucheron,2013

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