← authors · overview

• Federated Learning: Strategies for Improving Communication Efficiency
  2016 · 3050 citations
• SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
  2019 · 735 citations
• Can You Really Backdoor Federated Learning?
  2019 · 369 citations
• Three Approaches for Personalization with Applications to Federated Learning
  2020 · 322 citations
• Agnostic Federated Learning
  2019 · 259 citations
• cpSGD: Communication-efficient and differentially-private distributed SGD
  2018 · 184 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• Distributed Mean Estimation with Limited Communication
  2016 · 149 citations
• Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning
  2020 · 94 citations
• Federated Learning of N-gram Language Models
  2019 · 55 citations
• FedJAX: Federated learning simulation with JAX
  2021 · 20 citations
• The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning
  2022 · 12 citations
• Learning discrete distributions: user vs item-level privacy
  2020 · 9 citations
• Communication-Efficient Agnostic Federated Averaging
  2021 · 3 citations
• FedYolo: Augmenting Federated Learning with Pretrained Transformers
  2023 · 3 citations