4 citations · 14 across the 4 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ML2020★ 2 cited
A finite sample analysis of the benign overfitting phenomenon for ridge function estimation
Emmanuel Caron, Stephane Chretien
Recent extensive numerical experiments in high scale machine learning have allowed to uncover a quite counterintuitive phase transition, as a function of the ratio between the samp…
math.ST2020
Gaussian linear model selection in a dependent context
Emmanuel Caron, Jérôme Dedecker, Bertrand Michel
In this paper, we study the nonparametric linear model, when the error process is a dependent Gaussian process. We focus on the estimation of the mean vector via a model selection…