Basic Federated Learning Diagram. IBM. Figure 1. Federated Learning model. The ML networking structure may also be split in two different layers: those that are shared and those that are not ...

Federated Learning, in short, is a method to train machine learning (ML) models securely via decentralization. That is, instead of aggregating all the data necessary to train a model, the model is ...

Raskar and his students, for example, recently invented one called split learning. As in federated learning, each hospital starts by training separate models, but they only train it halfway.