Accurate, Explainable, and Private Models: Providing Recourse While Minimizing Training Data Leakage

Catherine Huang, Chelse Swoopes, Christina Xiao +2

Machine learning models are increasingly utilized across impactful domains to predict individual outcomes. As such, many models provide algorithmic recourse to individuals who rece…