H. Brendan McMahan

Principal Research Scientist at Google

McMahan introduced federated learning, which trains a shared model across many devices without collecting their raw data centrally. His FedAvg algorithm made the approach practical, and his later work brought differential-privacy guarantees to deployed on-device language models.