local sgd

3 papers

• Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity
• Sharp Gaussian approximations for Decentralized Federated Learning
• Streaming Federated Learning with Markovian Data