Lohaus, Michael

4 publications

JMLR 2023 Insights into Ordinal Embedding Algorithms: A Systematic Evaluation Leena Chennuru Vankadara, Michael Lohaus, Siavash Haghiri, Faiz Ul Wahab, Ulrike von Luxburg

NeurIPS 2022 Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell

CVPR 2022 Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers Dominik Zietlow, Michael Lohaus, Guha Balakrishnan, Matthäus Kleindessner, Francesco Locatello, Bernhard Schölkopf, Chris Russell

ICML 2020 Too Relaxed to Be Fair Michael Lohaus, Michael Perrot, Ulrike Von Luxburg