549 citations · 1.1k across the 27 of their papers we have counts for
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stat.ML2008★ 28 cited
Statistical Learning Theory: Models, Concepts, and Results
Ulrike von Luxburg, Bernhard Schoelkopf
Statistical learning theory provides the theoretical basis for many of today's machine learning algorithms. In this article we attempt to give a gentle, non-technical overview over…
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…