Federated Learning for Non-IID Data via Client Variance Reduction and Adaptive Server Update.

Hiep Nguyen Lam Phan Harikrishna Warrier Yogesh Gupta

Published in: CoRR (2022)

Keyphrases

central server
data sets
data points
learning algorithm
prior knowledge
training data
reinforcement learning
optimal solution
probability distribution
missing data
variance reduction
text categorization
training examples
client server
hidden variables
gradient estimation