Stochastic chaining and strengthened information-theoretic generalization bounds-Reference-Cited by-同舟云学术

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Stochastic chaining and strengthened information-theoretic generalization bounds

Published:2023-04 Issue:6 Volume:360 Page:4114-4134
ISSN:0016-0032
Container-title:Journal of the Franklin Institute
language:en
Short-container-title:Journal of the Franklin Institute

Author:

Zhou Ruida^ORCID,Tian Chao^ORCID,Liu Tie

Publisher

Elsevier BV

Subject

Applied Mathematics,Computer Networks and Communications,Signal Processing,Control and Systems Engineering

Reference24 articles.

1. Understanding deep learning requires rethinking generalization;Zhang,2017

2. Chaining mutual information and tightening generalization bounds;Asadi,2018

3. Successive refinement of information: characterization of the achievable rates;Rimoldi;IEEE Trans. Inf. Theory,1994

4. Successive refinement of information;Equitz;IEEE Trans. Inf. Theory,1991

5. Information-theoretic analysis of generalization capability of learning algorithms;Xu,2017

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