Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm

Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab +3

Federated learning is a machine learning approach where multiple devices collaboratively learn with the help of a parameter server by sharing only their local updates. While gradie…