On Second-order Optimization Methods for Federated Learning

Sebastian Bischoff, Stephan Günnemann, Martin Jaggi +1

We consider federated learning (FL), where the training data is distributed across a large number of clients. The standard optimization method in this setting is Federated Averagin…