FedNets: Federated Learning on Edge Devices Using Ensembles of Pruned Deep Neural Networks

Besher Alhalabi (Corresponding / Lead Author), Shadi Basurra (Corresponding / Lead Author), Mohamed Gaber (Corresponding / Lead Author)

Research output: Contribution to journalArticlepeer-review

3 Citations (SciVal)
Original languageEnglish
Pages (from-to)30726-30738
Number of pages13
JournalIEEE Access
Volume11
DOIs
Publication statusPublished (VoR) - 24 Mar 2023

Keywords

  • Federated learning
  • affinity propagation
  • convolutional neural networks
  • ensemble learning
  • graph embedding
  • non-IID datasets
  • privacy

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