James R. Geraci

FedFast: Going Beyond Average for Faster Training of Federated Recommender Systems

2020

Federated learning (FL) is quickly becoming the de facto standard for the distributed training of deep recommendation models, using on-device user data and reducing server costs. In a typical FL process, a central server tasks …