output
20072022
most citedMissForest - nonparametric missing value imputation for mixed-type data

6.4k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2010Show all

2 papers · 1 filter

math.ST2010★ 6 cited

Oracle Inequalities and Optimal Inference under Group Sparsity

Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov +1

We consider the problem of estimating a sparse linear regression vector under a gaussian noise model, for the purpose of both prediction and model selection. We assume that p…

math.ST2010★ 4 cited

The Smooth-Lasso and other -penalized methods

Mohamed Hebiri, Sara A. Van De Geer

We consider a linear regression problem in a high dimensional setting where the number of covariates can be much larger than the sample size . In such a situation, one often…