A Heterogeneous Federated Transfer Learning Approach with Extreme Aggregation and Speed - Berghout, Tarek; Bentrcia, Toufik; Ferrag, Mohamed Amine; Benbouzid, Mohamed (Mathematics (Basel), 2022)
Keywords: Algorithms; Communication; Data security; Datasets; Deep learning; Engineering Sciences; Experiments; Federated learning; Federated searching; federated transfer learning; Heterogeneity; heterogeneous systems; Machine learning; Methods; Microprocessors; non identical independent data; Performance evaluation; Privacy; recursive least squares; Training; Algeria; federated transfer learning; non identical independent data; recursive least squares; heterogeneous systems; federated learning