Federated Learning: A Stochastic Approximation Approach

Srihari P, Anik Kumar Paul, Bharath Bhikkaji

This paper considers the Federated learning (FL) in a stochastic approximation (SA) framework. Here, each client $i$ trains a local model using its dataset ${\mathcal{D}}^{(i)}$ and…