Differentially Private Survival Function Estimation

Lovedeep Gondara, Ke Wang

Abstract: Survival function estimation is used in many disciplines, but it is most common in medical analytics in the form of the Kaplan-Meier estimator. Sensitive data (patient records) is used in the estim...