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

no code implementations • 8 Aug 2023 • Catherine Huang, Chelse Swoopes, Christina Xiao, Jiaqi Ma, Himabindu Lakkaraju

We present two novel methods to generate differentially private recourse: Differentially Private Model (DPM) and Laplace Recourse (LR).