A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points

Lili Su, Jiaming Xu, Pengkun Yang

Federated Learning (FL) is a promising decentralized learning framework and has great potentials in privacy preservation and in lowering the computation load at the cloud. Recent w…