Schmutz, Hugo

3 publications

ICML 2023 Are Labels Informative in Semi-Supervised Learning? Estimating and Leveraging the Missing-Data Mechanism. Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei

ICLR 2023 Don’t Fear the Unlabelled: Safe Semi-Supervised Learning via Debiasing Hugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei

AISTATS 2022 Model-Agnostic Out-of-Distribution Detection Using Combined Statistical Tests Federico Bergamin, Pierre-Alexandre Mattei, Jakob Drachmann Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Soren Hauberg, Jes Frellsen