Spencer Giddens

Lab White Paper

Preserving Privacy when Learning Individualized Treatment Rules: Sensitive data can provide valuable insights while still remaining private

By: Spencer Giddens

This paper applies the differential privacy framework to outcome weighted learning as a method of developing individualized treatment rules while providing mathematically provable privacy guarantees.