ListarInvestigación y Desarrollo por tema "Federated learning"

Mostrando ítems 1-2 de 2

    • Article

      Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical data (2024) 

      Salmeron, Jose L.; Arévalo, Irina; Ruiz-Celma, Antonio (Elsevier Ltd, 2023)
      The increasing requirements for data protection and privacy have attracted a huge research interest on distributed artificial intelligence and specifically on federated learning, an emerging machine learning approach that ...
    • Article

      Blind Federated Learning without initial model (2024) 

      Salmeron, Jose L.; Arévalo, Irina (Springer Nature, 2024)
      Federated learning is an emerging machine learning approach that allows the construction of a model between several participants who hold their own private data. This method is secure and privacy-preserving, suitable for ...