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• FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
  2019 · 261 citations
• Exploiting Shared Representations for Personalized Federated Learning
  2021 · 69 citations
• FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
  2022 · 46 citations
• Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
  2020 · 15 citations
• Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity
  2023 · 6 citations
• Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
  2023 · 6 citations
• Federated Functional Gradient Boosting
  2021 · 3 citations
• Exploiting Heterogeneity in Robust Federated Best-Arm Identification
  2021 · 3 citations
• Straggler-Resilient Personalized Federated Learning
  2022 · 3 citations
• Federated Neural Compression Under Heterogeneous Data
  2023 · 2 citations