The Neutrality Fallacy: When Algorithmic Fairness Interventions are (Not) Positive Action

Hilde Weerts, Raphaële Xenidis, Fabien Tarissan +2

Various metrics and interventions have been developed to identify and mitigate unfair outputs of machine learning systems. While individuals and organizations have an obligation to…