Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning

Neural Information Processing Systems 

Plain parallel SGD still faces many challenges in practice, motivat-CISP A Helmholtz Center for Information Security 36th Conference on Neural Information Processing Systems (NeurIPS 2022).