Federated learning with a central server to coordinate the model aggregation is called centralized FL, while model aggregation in a peer-to-peer manner is known as decentralized FL. Centralized FL ...

Federated learning uses an institution’s own AI model and data that is facilitated by a central coordinator. It performed worse than centralized learning on a holdout dataset but better on an ...