activity
20202023
most citedFedDisco: Federated Learning with Discrepancy-Aware Collaboration

25 citations · 100 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

stat.ML2020

Slow and Stale Gradients Can Win the Race

Sanghamitra Dutta, Jianyu Wang, Gauri Joshi

Distributed Stochastic Gradient Descent (SGD) when run in a synchronous manner, suffers from delays in runtime as it waits for the slowest workers (stragglers). Asynchronous method…