Search Results for author: Adarsh M. Subramaniam

Found 1 papers, 0 papers with code

Adaptive Step-Size Methods for Compressed SGD

no code implementations20 Jul 2022 Adarsh M. Subramaniam, Akshayaa Magesh, Venugopal V. Veeravalli

Compressed Stochastic Gradient Descent (SGD) algorithms have been recently proposed to address the communication bottleneck in distributed and decentralized optimization problems, such as those that arise in federated machine learning.

Cannot find the paper you are looking for? You can Submit a new open access paper.