FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions

Sebastian Schelter, Yuxuan He, Jatin Khilnani +1

The importance of incorporating ethics and legal compliance into machine-assisted decision-making is broadly recognized. Further, several lines of recent work have argued that crit…