Benign Overfitting in Deep Neural Networks under Lazy Training

Zhenyu Zhu, Fanghui Liu 0001, Grigorios Chrysos 0002, Francesco Locatello, Volkan Cevher. Benign Overfitting in Deep Neural Networks under Lazy Training. 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 43105-43128, PMLR, 2023. [doi]

Abstract

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