Does the End Justify the Means? On the Moral Justification of Fairness-Aware Machine Learning

no code implementations • 17 Feb 2022 • Hilde Weerts, Lambèr Royakkers, Mykola Pechenizkiy

In this paper, we present a framework for moral reasoning about the justification of fairness metrics and explore the moral implications of the use of fair-ml algorithms that optimize for them.

Ethics Fairness