Ulrike von Luxburg

A tutorial on spectral clustering

Ulrike von Luxburg · Statistics and Computing · 2007 · 10.3K citations · Full text

Computing, Computer Science, Data Mining +10

Consistency of spectral clustering

Ulrike von Luxburg, Mikhail A. Belkin, Olivier Bousquet · The Annals of Statistics · 2008 · 547 citations · Full text

Computing, Computer Science, Data Mining +9

Graph Laplacians and their Convergence on Random Neighborhood Graphs

Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg · 2007 · 217 citations

Computing, Computer Science, Machine Learning +13

A Tutorial on Spectral Clustering

Ulrike von Luxburg · ArXiv.org · 2007 · 183 citations · Full text

Computing, Computer Science, Data Mining +10

Influence of graph construction on graph-based clustering measures

Markus Maier, Ulrike von Luxburg, Matthias Hein · 2008 · 153 citations

Computing, Computer Science, Computational Geometry +9