Université Côte d’Azur, TIRO-MATOs, UMR E 4320 CEA, Nice, France; Université Côte d’Azur, Inria, Maasai, LJAD, CNRS, Nice, France
Hugo Schmutz, Olivier HUMBERT, Pierre-Alexandre Mattei
Semi-supervised learning;deep learning;empirical risk minimisation;control variate;variance reduction;asymptotic statistics
Don’t fear the unlabelled: safe semi-supervised learning via debiasing