Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning

Mohammad Aghapour, Aidin Ferdowsi, Walid Saad

In federated learning (FL), a machine learning model is trained on multiple nodes in a decentralized manner, while keeping the data local and not shared with other nodes. However,…