FedShift: Robust Federated Learning Aggregation Scheme in Resource Constrained Environment via Weight Shifting

Jungwon Seo, Minhoe Kim, Chunming Rong

Federated Learning (FL) commonly relies on a central server to coordinate training across distributed clients. While effective, this paradigm suffers from significant communication…