Learning a Single Neuron with Adversarial Label Noise via Gradient Descent

Ilias Diakonikolas, Vasilis Kontonis, Christos Tzamos, Nikos Zarifis. Learning a Single Neuron with Adversarial Label Noise via Gradient Descent. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 4313-4361, PMLR, 2022. [doi]

Abstract

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