Zachary B. Charles

发表论文 36 篇 · 总被引 13007 次 · h-index 20

代表论文

• Advances and Open Problems in Federated Learning (2019 · Found. Trends Mach. Learn. · 被引 9266)
• Adaptive Federated Optimization (2020 · International Conference on Learning Representations · 被引 2083)
• A Field Guide to Federated Optimization (2021 · arXiv.org · 被引 490)
• DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation (2019 · Neural Information Processing Systems · 被引 150)
• On Large-Cohort Training for Federated Learning (2021 · Neural Information Processing Systems · 被引 128)
• Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning (2021 · International Conference on Artificial Intelligence and Statistics · 被引 89)