Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio

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Authors: Stanislaw Jastrzębski, Zachary Kenton, Devansh Arpit, Nicolas Ballas, Asja Fischer, Yoshua Bengio, Amos Storkey

Journal title: Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III

Journal number: 11141

Journal publisher: Springer International Publishing

Published year: 2018

Published pages: 392-402

DOI identifier: 10.1007/978-3-030-01424-7_39

ISBN: 978-3-030-01423-0