Federated learning - AshokBhat/ml GitHub Wiki

Description

  • Federated learning (aka collaborative learning)
  • A machine learning training technique
  • Algorithm is run across multiple decentralized edge devices or servers holding local data samples, without exchanging their data samples

FAQ

  • What is federated learning?
    • Distributed learning technique, where data is not shared across the devices.
  • How is it different?
    • No data sharing between devices
    • Data is not identical across the end devices

See also