On the SDEs and Scaling Rules for Adaptive Gradient Algorithms

Item #:

068431-0559

Details

DOI: https://doi.org/10.52202/068431-0559
Author(s): Sanjeev Arora, Kaifeng Lyu, Sadhika Malladi, Abhishek Panigrahi
Pages: 7697-7711 (15 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/10.52202/068431-0559
Author(s): Sanjeev Arora, Kaifeng Lyu, Sadhika Malladi, Abhishek Panigrahi
Pages: 7697-7711 (15 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)