Benign Overfitting without Linearity: Neural Network Classifiers Trained by Gradient Descent for Noisy Linear Data

Spencer Frei, Niladri S. Chatterji, Peter L. Bartlett. Benign Overfitting without Linearity: Neural Network Classifiers Trained by Gradient Descent for Noisy Linear Data. 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 2668-2703, PMLR, 2022. [doi]

Authors

Spencer Frei

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Niladri S. Chatterji

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Peter L. Bartlett

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