High-dimensional limit theorems for SGD: Effective dynamics and critical scaling

Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath. High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Authors

Gérard Ben Arous

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Reza Gheissari

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Aukosh Jagannath

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