High-Dimensional Limit Theorems for SGD: Effective Dynamics and Critical Scaling

Item #:

068431-1838

Details

DOI: https://doi.org/10.52202/068431-1838
Author(s): Gerard Ben Arous, Reza Gheissari, Aukosh Jagannath
Pages: 25349-25362 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1838
Author(s): Gerard Ben Arous, Reza Gheissari, Aukosh Jagannath
Pages: 25349-25362 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)