Federated Learning with Nonvacuous Generalisation Bounds

no code implementations • 17 Oct 2023 • Pierre Jobic, Maxime Haddouche, Benjamin Guedj

We introduce a novel strategy to train randomised predictors in federated learning, where each node of the network aims at preserving its privacy by releasing a local predictor but keeping secret its training dataset with respect to the other nodes.

Federated Learning