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• Federated Optimization in Heterogeneous Networks
  2018 · 452 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
  2018 · 158 citations
• One-Shot Federated Learning
  2019 · 139 citations
• Federated Multi-Task Learning
  2017 · 115 citations
• Adaptive Gradient-Based Meta-Learning Methods
  2019 · 22 citations
• Differentially Private Meta-Learning
  2019 · 21 citations
• Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
  2021 · 12 citations
• FedDANE: A Federated Newton-Type Method
  2020 · 8 citations
• Federated Learning: Challenges, Methods, and Future Directions
  2019
• On Data Efficiency of Meta-learning
  2021
• On Noisy Evaluation in Federated Hyperparameter Tuning
  2022