The fairness of machine learning-based decisions has become an increasin...
While conventional ranking systems focus solely on maximizing the utilit...
Imitation learning practitioners have often noted that conditioning poli...
Making predictions that are fair with regard to protected group membersh...
Fair prediction methods have primarily been built around existing
classi...