Scaffold: Stochastic controlled averaging for federated learning

SP Karimireddy, S Kale, M Mohri… - International …, 2020 - proceedings.mlr.press
Federated learning is a key scenario in modern large-scale machine learning where the
data remains distributed over a large number of clients and the task is to learn a centralized …