Charlie Saillard

Federated Survival Analysis with Discrete-Time Cox Models

2020 · arXiv (Cornell University)

Building machine learning models from decentralized datasets located in different centers with federated learning (FL) is a promising approach to circumvent local data scarcity while preserving privacy. However, the prominent Cox proportional hazards (PH) model, …