A Fair Classifier Embracing Triplet Collapse

A. Martzloff, N. Posocco, Q. Ferré

In this paper, we study the behaviour of the triplet loss and show that it can be exploited to limit the biases created and perpetuated by machine learning models. Our fair classif…