Articles with "heterogeneous clients" as a keyword



Photo by ldxcreative from unsplash

FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients

Sign Up to like & get
recommendations!
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