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DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule

Maor Ivgi, Oliver Hinder, Yair Carmon. DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule. 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 14465-14499, PMLR, 2023. [doi]

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Maor Ivgi

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Oliver Hinder

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Yair Carmon

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