172 citations · 763 across the 43 of their papers we have counts for
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math.ST2008★ 172 cited
Statistical performance of support vector machines
Gilles Blanchard, Olivier Bousquet, Pascal Massart
The support vector machine (SVM) algorithm is well known to the computer learning community for its very good practical results. The goal of the present paper is to study this algo…
math.ST2008★ 68 cited
Two simple sufficient conditions for FDR control
Gilles Blanchard, Etienne Roquain
We show that the control of the false discovery rate (FDR) for a multiple testing procedure is implied by two coupled simple sufficient conditions. The first one, which we call ``s…