Federated Majorize-Minimization: Beyond Parameter Aggregation

Aymeric Dieuleveut, Gersende Fort, Mahmoud Hegazy +1

This paper proposes a unified approach for designing stochastic optimization algorithms that robustly scale to the federated learning setting. Our work studies a class of Majorize-…