8 citations · 8 across the 2 of their papers we have counts for
2 papers
math.ST2020★ 8 cited
Robust Kernel Density Estimation with Median-of-Means principle
Pierre Humbert, Batiste Le Bars, Ludovic Minvielle +1
In this paper, we introduce a robust nonparametric density estimator combining the popular Kernel Density Estimation method and the Median-of-Means principle (MoM-KDE). This estima…
cs.LG2020
Adversarial Weighting for Domain Adaptation in Regression
Antoine de Mathelin, Guillaume Richard, Francois Deheeger +2
We present a novel instance-based approach to handle regression tasks in the context of supervised domain adaptation under an assumption of covariate shift. The approach developed…