6 citations · 7 across the 2 of their papers we have counts for
3 papers
Linear programming problems for frontier estimation
Guillaume Bouchard, Stéphane Girard, Anatoli Iouditski +1
We propose new estimates for the frontier of a set of points. They are defined as kernel estimates covering all the points and whose associated support is of smallest surface. The…
Linear programming problems for l_1- optimal frontier estimation
Stéphane Girard, Anatoli Iouditski, Alexander Nazin
We propose new optimal estimators for the Lipschitz frontier of a set of points. They are defined as kernel estimators being sufficiently regular, covering all the points and whose…
Recursive Aggregation of Estimators by Mirror Descent Algorithm with Averaging
Anatoli Juditsky, Alexander Nazin, Alexandre Tsybakov +1
We consider a recursive algorithm to construct an aggregated estimator from a finite number of base decision rules in the classification problem. The estimator approximately minimi…