Federated Multi-Objective Learning with Controlled Pareto Frontiers

Jiansheng Rao, Jiayi Li, Zhizhi Gong +2

Federated learning (FL) is a widely adopted paradigm for privacy-preserving model training, but FedAvg optimise for the majority while under-serving minority clients. Existing meth…