10 Years of Fair Representations: Challenges and Opportunities

Mattia Cerrato, Marius Köppel, Philipp Wolf +1

Fair Representation Learning (FRL) is a broad set of techniques, mostly based on neural networks, that seeks to learn new representations of data in which sensitive or undesired in…