Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains

Nikita Tsoy, Anna Mihalkova, Teodora Todorova +1

Cross-silo federated learning (FL) allows data owners to train accurate machine learning models by benefiting from each others private datasets. Unfortunately, the model accuracy b…