Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization

Huiyuan Yang, Tian Ding, Xiaojun Yuan

Recently, federated learning (FL), which replaces data sharing with model sharing, has emerged as an efficient and privacy-friendly machine learning (ML) paradigm. One of the main…