← authors · overview

• Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
  2020 · 575 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies
  2020 · 74 citations
• Local Adaptivity in Federated Learning: Convergence and Consistency
  2021 · 21 citations
• On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
  2022 · 20 citations
• Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer
  2021 · 15 citations
• Federated Learning under Distributed Concept Drift
  2022 · 14 citations
• Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning
  2022 · 13 citations
• Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning
  2020 · 10 citations