On deviation probabilities in non-parametric regressionLatin American Journal of Probability and Mathematical Statistics (ALEA), 2023 |
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite
Variance AssumptionJournal of machine learning research (JMLR), 2022 |
Concentration study of M-estimators using the influence functionElectronic Journal of Statistics (EJS), 2021 |
Robust Principal Component Analysis: A Median of Means ApproachIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 |
Robust subgaussian estimation with VC-dimensionAnnales De L Institut Henri Poincare-probabilites Et Statistiques (Ann. IHP Probab. Stat.), 2020 |