Citation: Guillaume Lecué et Shahar Mendelson, REGULARIZATION AND THE SMALL-BALL METHOD I: SPARSE RECOVERY, Annals of statistics , 46(2), 2018, pp. 611-641
Citation: Guillaume Lecué et Shahar Mendelson, GENERAL NONEXACT ORACLE INEQUALITIES FOR CLASSES WITH A SUBEXPONENTIAL ENVELOPE, Annals of statistics , 40(2), 2012, pp. 832-860
Citation: Guillaume Lecué et Matthieu Lerasle, Robust machine learning by median-of-means: Theory and practice, Annals of statistics , 48(2), 2020, pp. 906-931
Authors:
Pierre Alquier
Vincent Cottet
Guillaume Lecué
Citation: Pierre Alquier et al., Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions, Annals of statistics , 47(4), 2019, pp. 2117-2144