362 citations · 491 across the 19 of their papers we have counts for
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math.OC2020
An Optimal Multistage Stochastic Gradient Method for Minimax Problems
Alireza Fallah, Asuman Ozdaglar, Sarath Pattathil
In this paper, we study the minimax optimization problem in the smooth and strongly convex-strongly concave setting when we have access to noisy estimates of gradients. In particul…
cs.LG2020★ 362 cited
Personalized Federated Learning: A Meta-Learning Approach
Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar
In Federated Learning, we aim to train models across multiple computing units (users), while users can only communicate with a common central server, without exchanging their data…