5 citations · 7 across the 3 of their papers we have counts for
3 papers
math.ST2015★ 5 cited
Optimal kernel selection for density estimation
M Lerasle, N Magalhães, P Reynaud-Bouret
We provide new general kernel selection rules thanks to penalized least-squares criteria. We derive optimal oracle inequalities using adequate concentration tools. We also investig…
math.ST2015★ 1 cited
A new V-fold type procedure based on robust tests
Lucien Birgé, Nelo Magalhães, Pascal Massart
We define a general V-fold cross-validation type method based on robust tests, which is an extension of the hold-out defined by Birg{é} [7, Section 9]. We give some theoretical res…
stat.CO2014★ 1 cited
An efficient algorithm for T-estimation
Nelo Magalhães, Yves Rozenholc
We introduce an efficient and exact algorithm, together with a faster but approximate version, which implements with a sub-quadratic complexity the hold-out derived from T-estimati…