Order Optimal Bounds for One-Shot Federated Learning over non-Convex Loss Functions

Arsalan Sharifnassab, Saber Salehkaleybar, S. Jamaloddin Golestani

We consider the problem of federated learning in a one-shot setting in which there are $m$ machines, each observing $n$ sample functions from an unknown distribution on non-convex…