| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Sham M. Kakade, Ulrike von Luxburg |
Preface.  |
Journal of Machine Learning Research - Proceedings Track  |
2011 |
DBLP BibTeX RDF |
|
| 1 | Samory Kpotufe, Ulrike von Luxburg |
Pruning nearest neighbor cluster trees |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Markus Maier, Ulrike von Luxburg, Matthias Hein |
How the result of graph clustering methods depends on the construction of the graph |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Dario García-García, Ulrike von Luxburg, Raúl Santos-Rodríguez |
Risk-Based Generalizations of f-divergences. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Samory Kpotufe, Ulrike von Luxburg |
Pruning nearest neighbor cluster trees. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Sham M. Kakade, Ulrike von Luxburg (eds.) |
COLT 2011 - The 24th Annual Conference on Learning Theory, June 9-11, 2011, Budapest, Hungary |
COLT |
2011 |
DBLP BibTeX RDF |
|
| 1 | Morteza Alamgir, Ulrike von Luxburg |
Phase transition in the family of p-resistances. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Agnes Radl, Matthias Hein |
Hitting times, commute distances and the spectral gap for large random geometric graphs |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Morteza Alamgir, Ulrike von Luxburg |
Multi-agent Random Walks for Local Clustering on Graphs. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Agnes Radl, Matthias Hein |
Getting lost in space: Large sample analysis of the resistance distance. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Markus Maier, Matthias Hein, Ulrike von Luxburg |
Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters. |
Theor. Comput. Sci. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sébastien Bubeck, Ulrike von Luxburg |
Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrike von Luxburg |
Clustering Stability: An Overview. |
Foundations and Trends in Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefanie Jegelka, Arthur Gretton, Bernhard Schölkopf, Bharath K. Sriperumbudur, Ulrike von Luxburg |
Generalized Clustering via Kernel Embeddings. |
KI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Shai Ben-David, Ulrike von Luxburg |
Relating Clustering Stability to Properties of Cluster Boundaries. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Markus Maier, Ulrike von Luxburg, Matthias Hein |
Influence of graph construction on graph-based clustering measures. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg |
A tutorial on spectral clustering. |
Statistics and Computing |
2007 |
DBLP DOI BibTeX RDF |
Spectral clustering, Graph Laplacian |
| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
Graph Laplacians and their Convergence on Random Neighborhood Graphs. |
Journal of Machine Learning Research |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg |
A Tutorial on Spectral Clustering |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Markus Maier, Matthias Hein, Ulrike von Luxburg |
Cluster Identification in Nearest-Neighbor Graphs. |
ALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Sébastien Bubeck, Stefanie Jegelka, Michael Kaufmann |
Consistent Minimization of Clustering Objective Functions. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
Graph Laplacians and their convergence on random neighborhood graphs |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Shai Ben-David, Ulrike von Luxburg, Dávid Pál |
A Sober Look at Clustering Stability. |
COLT |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Hein, Jean-Yves Audibert, Ulrike von Luxburg |
From Graphs to Manifolds - Weak and Strong Pointwise Consistency of Graph Laplacians. |
COLT |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrike von Luxburg |
Statistical learning with similarity and dissimilarity functions. |
|
2004 |
RDF |
|
| 1 | Ulrike von Luxburg, Olivier Bousquet, Bernhard Schölkopf |
A Compression Approach to Support Vector Model Selection. |
Journal of Machine Learning Research |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Olivier Bousquet |
Distance-Based Classification with Lipschitz Functions. |
Journal of Machine Learning Research |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin |
On the Convergence of Spectral Clustering on Random Samples: The Normalized Case. |
COLT |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin |
Limits of Spectral Clustering. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Olivier Bousquet, Ulrike von Luxburg, Gunnar Rätsch (eds.) |
Advanced Lectures on Machine Learning, ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures |
Advanced Lectures on Machine Learning |
2004 |
DBLP BibTeX RDF |
|
| 1 | Ulrike von Luxburg, Olivier Bousquet |
Distance-Based Classification with Lipschitz Functions. |
COLT |
2003 |
DBLP DOI BibTeX RDF |
|
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