549 citations · 721 across the 2 of their papers we have counts for
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math.ST2008★ 549 cited
Consistency of spectral clustering
Ulrike von Luxburg, Mikhail Belkin, Olivier Bousquet
Consistency is a key property of all statistical procedures analyzing randomly sampled data. Surprisingly, despite decades of work, little is known about consistency of most cluste…
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…