Discrimination discovery from data is an important task aiming at identifying
patterns of illegal and unethical discriminatory activities against
protected-by-law groups, e.g., ethnic minorities. While any legally-valid proof
of discrimination requires evidence of causality, the state-of-the-art methods
are essentially correlation-based, albeit, as it is wel