Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks

Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu: Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks. 2020.

Abstract

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@unpublished{petzka2020feature,
title = {Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks},
author = {Henning Petzka and Linara Adilova and Michael Kamp and Cristian Sminchisescu},
url = {http://michaelkamp.org/wp-content/uploads/2020/01/flatnessFeatureRobustnessGeneralization.pdf},
year  = {2020},
date = {2020-01-01},
journal = {arXiv preprint arXiv:2001.00939},
keywords = {deep learning, flatness, generalization, learning theory, loss surface, neural networks, robustness},
pubstate = {published},
tppubtype = {unpublished}
}