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• SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  2019 · 735 citations
• Ensemble Distillation for Robust Model Fusion in Federated Learning
  2020 · 486 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning
  2020 · 94 citations
• A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
  2020 · 49 citations
• Is Local SGD Better than Minibatch SGD?
  2020 · 45 citations
• Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
  2022 · 18 citations
• Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data
  2021 · 14 citations
• ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training
  2021 · 13 citations