Proceedings of Machine Learning Research AISTATS 2022-25th International Conference on Artificial Intelligence and Statistics AISTATS 2022-25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Valence, Spain Technical University of Denmark Orbit Bergamin, F, Mattei, P-A, Havtorn, J D, Senetaire, H, Schmutz, H, Maaløe, L, Hauberg, S & Frellsen, J 2022, Model-agnostic out-of-distribution detection using combined statistical tests . in Proceedings of the 25 th International Conference on Artificial Intelligence and Statistics . International Machine Learning Society (IMLS), Proceedings of Machine Learning Research, vol. 151, pp. 10753-10776, 25 th International Conference on Artificial Intelligence and Statistics, 28/03/2022 .