Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers

DOI10.1016/J.NEUNET.2023.04.028MaRDI QIDQ6488828

Brahim Chaib-draa, Alexandre Lemire Paquin, Philippe Giguère

Publication date: 26 October 2023

Published in: Neural Networks (Search for Journal in Brave)

zbMATH Keywords

stabilitygeneralizationstochastic gradient descentdeep learning

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Operations research, mathematical programming (90-XX)

Cites Work

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• Understanding generalization error of SGD in nonconvex optimization
• 10.1162/153244302760200704
• Understanding Machine Learning

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