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Ulrike von Luxburg
Ulrike von Luxburg
Verified email at informatik.uni-tuebingen.de
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Cited by
Year
A tutorial on spectral clustering
U Von Luxburg
Statistics and computing 17, 395-416, 2007
100362007
Proceedings of the 31st International Conference on Neural Information Processing Systems
U von Luxburg, I Guyon, S Bengio, H Wallach, R Fergus
Curran Associates Inc., 2017
4726*2017
A tutorial on spectral clustering
U Luxburg
Statistics and computing 17 (4), 395-416, 2007
32452007
Consistency of spectral clustering
U Von Luxburg, M Belkin, O Bousquet
The Annals of Statistics, 555-586, 2008
7542008
Advances in neural information processing systems
SM Lundberg, SI Lee, I Guyon, UV Luxburg, S Bengio
Guyon, UV Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, R …, 2017
5972017
Curran Associates
I Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, ...
Inc.: Red Hook, NY, USA 30, 3149-3157, 2017
5342017
From graphs to manifolds–weak and strong pointwise consistency of graph Laplacians
M Hein, JY Audibert, U Von Luxburg
International Conference on Computational Learning Theory, 470-485, 2005
4062005
Clustering stability: an overview
U Von Luxburg
Foundations and Trends® in Machine Learning 2 (3), 235-274, 2010
3862010
Clustering: Science or art?
U Von Luxburg, RC Williamson, I Guyon
Proceedings of ICML workshop on unsupervised and transfer learning, 65-79, 2012
3312012
Graph laplacians and their convergence on random neighborhood graphs.
M Hein, JY Audibert, U Luxburg
Journal of Machine Learning Research 8 (6), 2007
3312007
A sober look at clustering stability
S Ben-David, U Von Luxburg, D Pál
Learning Theory: 19th Annual Conference on Learning Theory, COLT 2006 …, 2006
3062006
Statistical learning theory: Models, concepts, and results
U Von Luxburg, B Schölkopf
Handbook of the History of Logic 10, 651-706, 2011
2992011
Distance-Based Classification with Lipschitz Functions.
U von Luxburg, O Bousquet
J. Mach. Learn. Res. 5 (Jun), 669-695, 2004
2432004
Influence of graph construction on graph-based clustering measures
M Maier, U Luxburg, M Hein
Advances in neural information processing systems 21, 2008
2212008
Explaining the explainer: A first theoretical analysis of LIME
D Garreau, U Luxburg
International conference on artificial intelligence and statistics, 1287-1296, 2020
2072020
Proceedings of the 30th International Conference on Neural Information Processing Systems
DD Lee, U von Luxburg, R Garnett, M Sugiyama, I Guyon
Curran Associates Inc., 2016
1992016
Advanced Lectures on Machine Learning: ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures
O Bousquet, U von Luxburg, G Rätsch
Springer, 2011
1752011
Hitting and commute times in large random neighborhood graphs
U Von Luxburg, A Radl, M Hein
The Journal of Machine Learning Research 15 (1), 1751-1798, 2014
1602014
Clustering: Science or art
I Guyon, U Von Luxburg, RC Williamson
NIPS 2009 workshop on clustering theory, 1-11, 2009
1582009
Limits of spectral clustering
U Luxburg, O Bousquet, M Belkin
Advances in neural information processing systems 17, 2004
1582004
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