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• Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
  2019 · 32 citations
• Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy
  2021 · 23 citations
• On Privacy and Personalization in Cross-Silo Federated Learning
  2022 · 20 citations
• Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
  2022 · 7 citations
• Private Multi-Task Learning: Formulation and Applications to Federated Learning
  2021 · 4 citations
• Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance
  2023 · 2 citations
• Fair Federated Learning via Bounded Group Loss
  2022 · 2 citations
• Federated Learning as a Network Effects Game
  2023