Designing Long-term Group Fair Policies in Dynamical Systems

Miriam Rateike, Isabel Valera, Patrick Forré

Neglecting the effect that decisions have on individuals (and thus, on the underlying data distribution) when designing algorithmic decision-making policies may increase inequaliti…