Shape Matters: Understanding the Implicit Bias of the Noise Covariance

Jeff Z. HaoChen, Colin Wei, Jason D. Lee, Tengyu Ma 0001. Shape Matters: Understanding the Implicit Bias of the Noise Covariance. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 2315-2357, PMLR, 2021. [doi]

Abstract

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