Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning

Hilde Weerts, Lambèr Royakkers, Mykola Pechenizkiy

Fairness-aware machine learning (fair-ml) techniques are algorithmic interventions designed to ensure that individuals who are affected by the predictions of a machine learning mod…