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FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs

Federated learning is a learning method that collects only learned models on a server to ensure data privacy. This method does not collect data on the server but instead proceeds with data directly from distributed clients. Because federated learning clients often have limited communication bandwidt...

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Detalles Bibliográficos
Autores principales: Park, Sunghwan, Suh, Yeryoung, Lee, Jaewoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7829803/
https://www.ncbi.nlm.nih.gov/pubmed/33467063
http://dx.doi.org/10.3390/s21020600