The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default

Brent Mittelstadt, Sandra Wachter, Chris Russell

In recent years fairness in machine learning (ML) has emerged as a highly active area of research and development. Most define fairness in simple terms, where fairness means reduci…