Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions

Item #:

068431-2677

Details

DOI: https://doi.org/10.52202/068431-2677
Author(s): Andrew Cheng, Kiwon Lee, Courtney Paquette, Elliot Paquette
Pages: 36944-36957 (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/10.52202/068431-2677
Author(s): Andrew Cheng, Kiwon Lee, Courtney Paquette, Elliot Paquette
Pages: 36944-36957 (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)