Federated Learning Using Variance Reduced Stochastic Gradient for Probabilistically Activated Agents

M. R. Rostami, S. S. Kia

This paper proposes an algorithm for Federated Learning (FL) with a two-layer structure that achieves both variance reduction and a faster convergence rate to an optimal solution i…