Robust Kernel Density Estimation with Median-of-Means principle

Pierre Humbert, Batiste Le Bars, Ludovic Minvielle

Abstract: In this paper, we introduce a robust non-parametric density estimator combining the popular Kernel Density Estimation method and the Median-of-Means principle (MoM-KDE). This estimator is shown to ...