54 citations · 180 across the 26 of their papers we have counts for
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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
Sub-Gaussian mean estimators
Luc Devroye, Matthieu Lerasle, Gabor Lugosi +1
We discuss the possibilities and limitations of estimating the mean of a real-valued random variable from independent and identically distributed observations from a non-asymptotic…