What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds

Authors: Ludwig Bothmann, Kristina Peters, Bernd Bischl

Code accompanying the paper entitled "What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds", currently under review. Preprint available on arXiv.

Note: Load preprocessed COMPAS data by Plecko et al.: https://github.com/dplecko/fairadapt/blob/main/data/compas.rda