Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information

Emanuel Buttaci, Giuseppe Carlo Calafiore

Federated learning has emerged in the last decade as a distributed optimization paradigm due to the rapidly increasing number of portable devices able to support the heavy computat…