Width and Depth Limits Commute in Residual Networks

Soufiane Hayou, Greg Yang. Width and Depth Limits Commute in Residual 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 12700-12723, PMLR, 2023. [doi]

Abstract

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