Robustly Learning a Single Neuron via Sharpness

Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas. Robustly Learning a Single Neuron via Sharpness. 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 36541-36577, PMLR, 2023. [doi]

Abstract

Abstract is missing.