Communication-Efficient Online Federated Learning Strategies for Kernel Regression
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DOI: 10.1109/jiot.2022.3218484
Abstract: This article presents communication-efficient approaches to federated learning (FL) for resource-constrained devices with access to streaming data. In particular, we first propose a partial-sharing-based framework for online federated learning (PSO-Fed), wherein clients update local models… read more here.
Keywords: pso fed; communication efficient; communication; online federated ... See more keywords