Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs

Antonious M. Girgis, Deepesh Data, Suhas Diggavi +2

We consider a distributed empirical risk minimization (ERM) optimization problem with communication efficiency and privacy requirements, motivated by the federated learning (FL) fr…