Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

Miriam Rateike, Ayan Majumdar, Olga Mineeva +2

Decision making algorithms, in practice, are often trained on data that exhibits a variety of biases. Decision-makers often aim to take decisions based on some ground-truth target…