Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods

Aleksandr Shevchenko, Kevin Kögler, Hamed Hassani, Marco Mondelli. Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods. 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 31151-31209, PMLR, 2023. [doi]

Abstract

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