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Improving Accelerated Federated Learning with Compression and Importance Sampling
In this setting, the communication between the server and clients poses a major bottleneck.
Can 5th Generation Local Training Methods Support Client Sampling? Yes!
The celebrated FedAvg algorithm of McMahan et al. (2017) is based on three components: client sampling (CS), data sampling (DS) and local training (LT).
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