Ulrike von Luxburg - Concepedia

Author

Ulrike von Luxburg

Max Planck Society

Also Known As

Raidl, Eric, RÃ¤tsch, Gunnar, Ulrike von Luxburg, Zerweck, Iris Angelika, von Luxburg Ulrike, von Luxburg, Ulrike

150

Publications

15.2K

Citations

H-Index

Concepts

All Affiliations

Max Planck Society Max Planck Institute for Biological Cybernetics University of Tübingen Max Planck Institute for Intelligent Systems Universität Hamburg

About

Ulrike von Luxburg is an author at Max Planck Society specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	32	12.1K
2	Business	13	14	1.3K
3	Education	5	5	149
4	Medicine	1	1	27
5	Natural Sciences	1	1	57

Ulrike von Luxburg

Publications

13.1K

Citations

H-Index

Page 1

	Year	Citations
A tutorial on spectral clustering Ulrike von Luxburg Statistics and Computing Spectral TheoryDocument ClusteringEngineeringData ScienceData Mining	2007	10K
Consistency of spectral clustering Ulrike von Luxburg, Mikhail A. Belkin, Olivier Bousquet The Annals of Statistics Cluster ComputingNormalized ClusteringGraph SparsityEngineeringGraph Theory	2008	536
Graph Laplacians and their Convergence on Random Neighborhood Graphs Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg Journal of Machine Learning Research Graph LaplaciansEngineeringGraph TheoryData ScienceMachine Learning	2007	217
A Tutorial on Spectral Clustering Ulrike von Luxburg ArXiv.org Spectral TheoryCluster ComputingEngineeringNetwork AnalysisGraph Signal Processing	2007	182
Influence of graph construction on graph-based clustering measures Markus Maier, Ulrike von Luxburg, Matthias Hein	2008	151
Clustering: Science or Art? Ulrike von Luxburg, Robert C. Williamson, Isabelle Guyon	2011	120
Clustering Stability: An Overview Ulrike von Luxburg Foundations and Trends® in Machine Learning	2010	119
Optimal construction of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:mi>k</mml:mi></mml:math>-nearest-neighbor graphs for identifying noisy clusters Markus Maier, Matthias Hein, Ulrike von Luxburg Theoretical Computer Science Noisy ClustersMath XmlnsNetwork ScienceGraph TheoryData Science	2009	107
Limits of Spectral Clustering Ulrike von Luxburg, Olivier Bousquet, Mikhail A. Belkin Max Planck Institute for Plasma Physics Spectral TheoryCluster ComputingEngineeringMachine LearningUnsupervised Machine Learning	2004	97
Hitting and commute times in large random neighborhood graphs Ulrike von Luxburg, Agnes Radl, Matthias Hein Journal of Machine Learning Research Commute TimesEngineeringMachine LearningHitting TimeNetwork Analysis	2014	95

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