Department of Mathematics, University of Southern California, Los Angeles, CA 90089, USA; Department of Industrial & Systems Engineering, University of Southern California, Los Angeles, CA 90089, USA
Andrew Lowy, Meisam Razaviyayn
differential privacy;federated learning;distributed optimization;private optimization;stochastic convex optimization;cross-silo federated learning
Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses