Articles with "fedhybrid hybrid" as a keyword



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FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients

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Published in 2023 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2023.3240083

Abstract: We consider a distributed consensus optimization problem over a server-client (federated) network, where all clients are connected to a central server. Current distributed algorithms fail to capture the heterogeneity in clients' local computation capacities. Motivated… read more here.

Keywords: heterogeneous clients; method; fedhybrid hybrid; optimization ... See more keywords