MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence

Item #:

079017-0001

Details

DOI: https://doi.org/10.52202/079017-0001
Author(s): Dan Alistarh, Eldar Kurtic, Grigory Malinovsky, Ionut-Vlad Modoranu, Peter Richtárik, Thomas Robert, Mher Safaryan
Pages: 1-43 (43 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0001
Author(s): Dan Alistarh, Eldar Kurtic, Grigory Malinovsky, Ionut-Vlad Modoranu, Peter Richtárik, Thomas Robert, Mher Safaryan
Pages: 1-43 (43 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)