1. Federated learning: collaborative machine learning without centralized training data;McMahan;Google Research Blog,2017
2. Federated multi-task learning;Smith;Adv. Neural Inf. Process. Syst.,2017
3. Byzantine-robust distributed learning: towards optimal statistical rates;Yin,2018
4. The convergence of sparsified gradient methods;Alistarh,2018