GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning

Shayan Mohajer Hamidi, Ali Bereyhi, Saba Asaad +1

Second-order methods are widely adopted to improve the convergence rate of learning algorithms. In federated learning (FL), these methods require the clients to share their local H…