University of Tübingen, Tübingen, Germany; Amazon Web Services, Tübingen, Germany; Fiddler AI, Palo Alto, USA
Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell
Machine Learning;Neural Networks;Algorithmic Fairness;Demographic Parity;Disparate Treatment
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks