The More is not the Merrier: Investigating the Effect of Client Size on Federated Learning

Eleanor Wallach, Sage Siler, Jing Deng

Federated Learning (FL) has been introduced as a way to keep data local to clients while training a shared machine learning model, as clients train on their local data and send tra…