Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning

Item #:

068431-1251

Details

DOI: https://doi.org/10.52202/068431-1251
Author(s): Martin Jaggi, Anastasiia Koloskova, Sebastian Stich
Pages: 17202-17215 (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/10.52202/068431-1251
Author(s): Martin Jaggi, Anastasiia Koloskova, Sebastian Stich
Pages: 17202-17215 (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)