Federated Learning with Incomplete Data: When to Use Complete Cases and When to Weight

Jesus E. Vazquez, Yicheng Shen, Jason Akulian +4

Privacy constraints have driven the rise of federated learning (FL), which enables multi-site analyses without sharing individual participant data. Existing FL estimators largely a…