Univ. of Wisconsin-Madison CS; KAIST AI; MIT EECS
Chulhee Yun, Shashank Rajput, Suvrit Sra
Local SGD;Minibatch SGD;Shuffling;Without-replacement;Convex Optimization;Stochastic Optimization;Federated Learning;Large Scale Learning;Distributed Learning
Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond