Ulrike von Luxburg

2009
16	EE	Markus Maier, Matthias Hein, Ulrike von Luxburg: Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters. Theor. Comput. Sci. 410(19): 1749-1764 (2009)
2008
15	EE	Shai Ben-David, Ulrike von Luxburg: Relating Clustering Stability to Properties of Cluster Boundaries. COLT 2008: 379-390
14	EE	Markus Maier, Ulrike von Luxburg, Matthias Hein: Influence of graph construction on graph-based clustering measures. NIPS 2008: 1025-1032
2007
13	EE	Markus Maier, Matthias Hein, Ulrike von Luxburg: Cluster Identification in Nearest-Neighbor Graphs. ALT 2007: 196-210
12	EE	Ulrike von Luxburg, Sébastien Bubeck, Stefanie Jegelka, Michael Kaufmann: Consistent Minimization of Clustering Objective Functions. NIPS 2007
11	EE	Ulrike von Luxburg: A Tutorial on Spectral Clustering CoRR abs/0711.0189: (2007)
10	EE	Ulrike von Luxburg: A tutorial on spectral clustering. Statistics and Computing 17(4): 395-416 (2007)
2006
9	EE	Shai Ben-David, Ulrike von Luxburg, Dávid Pál: A Sober Look at Clustering Stability. COLT 2006: 5-19
8	EE	Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: Graph Laplacians and their convergence on random neighborhood graphs CoRR abs/math/0608522: (2006)
2005
7	EE	Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg: From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. COLT 2005: 470-485
2004
6		Olivier Bousquet, Ulrike von Luxburg, Gunnar Rätsch: Advanced Lectures on Machine Learning, ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures Springer 2004
5	EE	Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin: On the Convergence of Spectral Clustering on Random Samples: The Normalized Case. COLT 2004: 457-471
4	EE	Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin: Limits of Spectral Clustering. NIPS 2004
3	EE	Ulrike von Luxburg, Olivier Bousquet, Bernhard Schölkopf: A Compression Approach to Support Vector Model Selection. Journal of Machine Learning Research 5: 293-323 (2004)
2	EE	Ulrike von Luxburg, Olivier Bousquet: Distance-Based Classification with Lipschitz Functions. Journal of Machine Learning Research 5: 669-695 (2004)
2003
1	EE	Ulrike von Luxburg, Olivier Bousquet: Distance-Based Classification with Lipschitz Functions. COLT 2003: 314-328

Coauthor Index

1	Jean-Yves Audibert	[7] [8]
2	Mikhail Belkin	[4] [5]
3	Shai Ben-David	[9] [15]
4	Olivier Bousquet	[1] [2] [3] [4] [5] [6]
5	Sébastien Bubeck	[12]
6	Matthias Hein	[7] [8] [13] [14] [16]
7	Stefanie Jegelka	[12]
8	Michael Kaufmann	[12]
9	Markus Maier	[13] [14] [16]
10	Dávid Pál	[9]
11	Gunnar Rätsch	[6]
12	Bernhard Schölkopf	[3]

Colors in the list of coauthors