← authors · overview

• Federated Learning for Emoji Prediction in a Mobile Keyboard
  2019 · 164 citations
• Federated Evaluation of On-device Personalization
  2019 · 118 citations
• Federated Learning of N-gram Language Models
  2019 · 55 citations
• Generative Models for Effective ML on Private, Decentralized Datasets
  2019 · 43 citations
• Understanding Unintended Memorization in Federated Learning
  2020 · 20 citations
• Training Production Language Models without Memorizing User Data
  2020 · 16 citations
• Revealing and Protecting Labels in Distributed Training
  2021 · 9 citations
• Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model
  2022 · 7 citations
• Jointly Learning from Decentralized (Federated) and Centralized Data to Mitigate Distribution Shift
  2021 · 5 citations
• Mixed Federated Learning: Joint Decentralized and Centralized Learning