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• SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  2019 · 735 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning
  2020 · 94 citations
• FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
  2022 · 53 citations
• Secure Byzantine-Robust Machine Learning
  2020 · 39 citations
• Learning from History for Byzantine Robust Optimization
  2020 · 24 citations
• Mechanisms that Incentivize Data Sharing in Federated Learning
  2022 · 15 citations
• Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data
  2021 · 14 citations
• Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing
  2020 · 13 citations