Hugo Schmutz

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Supervised Learning

Graph Construction

Top Venues

Publications

Hugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei
Don't fear the unlabelled: safe semi-supervised learning via debiasing. ICLR (2023)
Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. ICML (2023)
Federico Bergamin, Pierre-Alexandre Mattei, Jakob D. Havtorn, Hugo Senetaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen
Model-agnostic out-of-distribution detection using combined statistical tests. CoRR (2022)
Federico Bergamin, Pierre-Alexandre Mattei, Jakob Drachmann Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen
Model-agnostic out-of-distribution detection using combined statistical tests. AISTATS (2022)
Hugo Schmutz, Olivier Humbert, Pierre-Alexandre Mattei
Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing. CoRR (2022)