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• A Communication Efficient Collaborative Learning Framework for Distributed Features
  2019 · 58 citations
• FedPD: A Federated Learning Framework with Optimal Rates and Adaptivity to Non-IID Data
  2020 · 53 citations
• 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
• STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
  2021 · 20 citations
• Hybrid Federated Learning: Algorithms and Implementation
  2020 · 9 citations
• Dynamic Differential-Privacy Preserving SGD
  2021 · 7 citations
• GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data
  2023 · 6 citations
• Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees
  2021 · 3 citations
• Understanding A Class of Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective
  2022