Conference on Neural Information Processing Systems (NeurIPS)
Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity
International Conference on Machine Learning (ICML)
Decoupled SGDA for Games with Intermittent Strategy Communication
Conference on Learning Theory (COLT)
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication