Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees.

Richeng Jin Yufan Huang Xiaofan He Huaiyu Dai Tianfu Wu

Published in: CoRR (2020)

Keyphrases

learning algorithm
theoretical guarantees
learning process
least squares
online learning
monte carlo
stochastic gradient descent
support vector
data sources
supervised learning
markov chain
learning tasks