Auction-based client selection for online Federated Learning

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Juncai Guo, Lina Su, Jin Liu, Jianli Ding, Xiao Liu, Bo Huang, Li Li

Published: 2024, Last Modified: 16 Jan 2026Inf. Fusion 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposing a CMAB- and auction-based client selection algorithm.•Analyzing the sub-linear regret and economic properties.•Ensuring the convergence of global model.•Performing extensive experiments.