Code for the paper titled "FedNS: A Fast Sketching Newton-type Algorithm for Federated Learning"

This paper has been accepted at AAAI 2024. The code is based on FedNew, implemented by Matlab.

Experiments

• Run run_comparison.m to conduct experiments for the performance of related algorithms w.r.t. the communication rounds.
• Run run_sketch_size.m to conduct experiments on the influence of the sketch size for FedNS and FedNDES.