CERBO: Certified Recourse at a Requested Rate for Gradient-Boosted Trees

Farhan Shahriyar Hossain, Taufikur Rahman Fuad, Md. Zarif Bin Hasnat +2

Recourse-aware learning trains models so that people who receive an adverse decision can reverse it with an affordable change. For gradient-boosted decision trees (GBDTs), the exis…