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20202022
most citedPersonalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer

15 citations · 37 across the 4 of their papers we have counts for

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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…