Daniel Ramage

发表论文 56 篇 · 总被引 101734 次 · h-index 36

代表论文

• Communication-Efficient Learning of Deep Networks from Decentralized Data (2016 · International Conference on Artificial Intelligence and Statistics · 被引 26357)
• Advances and Open Problems in Federated Learning (2019 · Found. Trends Mach. Learn. · 被引 9266)
• Practical Secure Aggregation for Privacy-Preserving Machine Learning (2017 · IACR Cryptology ePrint Archive · 被引 4343)
• Towards Federated Learning at Scale: System Design (2019 · USENIX workshop on Tackling computer systems problems with machine learning techniques · 被引 3291)
• Federated Optimization: Distributed Machine Learning for On-Device Intelligence (2016 · arXiv.org · 被引 2251)
• Federated Learning for Mobile Keyboard Prediction (2018 · arXiv.org · 被引 1865)