How Does the ReLU Activation Affect the Implicit Bias of Gradient Descent on High-dimensional Neural Network Regression?

Kuo-Wei Lai, Guanghui Wang, Molei Tao, Vidya Muthukumar. How Does the ReLU Activation Affect the Implicit Bias of Gradient Descent on High-dimensional Neural Network Regression?. In Steve Hanneke, Tor Lattimore, editors, The Thirty Ninth Annual Conference on Learning Theory, June 29 - July 3, 2026, San Diego, California, USA. Volume 336 of Proceedings of Machine Learning Research, pages 4401-4477, PMLR, 2026. [doi]

Abstract

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