Maximal Initial Learning Rates in Deep ReLU Networks

Gaurav Iyer, Boris Hanin, David Rolnick. Maximal Initial Learning Rates in Deep ReLU Networks. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 14500-14530, PMLR, 2023. [doi]

Abstract

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