Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport

Meike Zehlike, Philipp Hacker, Emil Wiedemann

Increasingly, discrimination by algorithms is perceived as a societal and legal problem. As a response, a number of criteria for implementing algorithmic fairness in machine learni…