Exploring the Design Space of Fair Tree Learning Algorithms

Kiara Stempel, Mattia Cerrato, Stefan Kramer

Decision trees have been studied extensively in the context of fairness, aiming to maximize prediction performance while ensuring non-discrimination against different groups. Techn…