179 citations · 453 across the 17 of their papers we have counts for
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math.ST2007★ 30 cited
Structural adaptation via -norm oracle inequalities
A. Goldenhsluger, O. Lepski
In this paper we study the problem of adaptive estimation of a multivariate function satisfying some structural assumption. We propose a novel estimation procedure that adapts simu…
math.ST2007★ 15 cited
A universal procedure for aggregating estimators
Alexander Goldenshluger
In this paper we study the aggregation problem that can be formulated as follows. Assume that we have a family of estimators built on the basis of available observati…