Brendan McMahan
PhD
Research Scientist, Federated Learning Team Lead
👥Biography 个人简介
Brendan McMahan is the inventor of the Federated Averaging (FedAvg) algorithm that forms the foundation of modern federated learning including its applications in oncology AI. His theoretical and practical contributions to communication-efficient distributed learning have enabled training of cancer AI models across institutions without sharing patient data. His work on differential privacy integration ensures formal privacy guarantees in medical federated systems.
🧪Research Fields 研究领域
🎓Key Contributions 主要贡献
Representative Works 代表性著作
📄Data Sources 数据来源
Last updated: 2026-04-01 | All information from publicly available academic sources
Related Experts 相关专家
Antoni Ribas
UCLA Jonsson Comprehensive Cancer Center
Drew M. Pardoll
Johns Hopkins University
Padmanee Sharma
MD Anderson Cancer Center
Naiyer A. Rizvi
Columbia University Irving Medical Center
关注 Brendan McMahan 的研究动态
Follow Brendan McMahan's research updates
留下邮箱，当我们发布与 Brendan McMahan（Google Research）相关的新研究或访谈时，我们会通知你。
Explore More Experts
Discover the researchers shaping the future of cancer treatment