1. Sparse communication for distributed gradient descent;Aji,2017
2. The convergence of sparsified gradient methods;Alistah,2018
3. Communication-efficient sgd via gradient quantization and encoding;Alistarh;Adv. Neural Inf. Process. Syst.,2017
4. One-round communication efficient distributed m-estimation;Bao,2021
5. Distributed testing and estimation under sparse high dimensional models;Battey;Ann. Stat.,2018