Articles with "layer selection" as a keyword



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A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning

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Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3251571

Abstract: Federated Learning (FL) systems orchestrate the cooperative training of a shared Machine Learning (ML) model across connected devices. Recently, decentralized FL architectures driven by consensus have been proposed to enable the devices to share and… read more here.

Keywords: communication efficient; communication; layer selection; optimizer communication ... See more keywords