On Breiman's dilemma in neural networks: phase transitions of margin dynamics

DOI10.4310/AMSA.2022.v7.n2.a4OpenAlexW2894927917MaRDI QIDQ2084731

Yifei Huang, Yuan Yao, Weizhi Zhu

Publication date: 13 October 2022

Published in: Annals of Mathematical Sciences and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4310/amsa.2022.v7.n2.a4

zbMATH Keywords

phase transitionRademacher complexityconvolutional neural networksmarginBreiman's dilemma

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07)

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