Следене
Ulrike von Luxburg
Ulrike von Luxburg
Потвърден имейл адрес: informatik.uni-tuebingen.de
Заглавие
Позовавания
Позовавания
Година
A tutorial on spectral clustering
U Von Luxburg
Statistics and computing 17, 395-416, 2007
109812007
Advances in neural information processing systems
H Lyu, N Sha, S Qin, M Yan, Y Xie, R Wang
Advances in neural information processing systems 32, 2019
2214*2019
Consistency of spectral clustering
U Von Luxburg, M Belkin, O Bousquet
The Annals of Statistics, 555-586, 2008
6842008
From Graphs to Manifolds-Weak and Strong Pointwise Consistency of Graph Laplacians.
M Hein, JY Audibert, U Von Luxburg
COLT 3559, 470-485, 2005
3692005
Clustering stability: an overview
U Von Luxburg
Foundations and Trends® in Machine Learning 2 (3), 235-274, 2010
3362010
Graph laplacians and their convergence on random neighborhood graphs.
M Hein, JY Audibert, U Luxburg
Journal of Machine Learning Research 8 (6), 2007
2962007
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
2842006
Advances in neural information processing systems
SM Lundberg, SI Lee, I Guyon, UV Luxburg
Guyon, UV Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, R …, 2017
2792017
Curran Associates
I Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, ...
Inc.: Red Hook, NY, USA 30, 2017
2732017
Clustering: Science or art?
U Von Luxburg, RC Williamson, I Guyon
Proceedings of ICML workshop on unsupervised and transfer learning, 65-79, 2012
2472012
Statistical learning theory: Models, concepts, and results
U Von Luxburg, B Schölkopf
Handbook of the History of Logic 10, 651-706, 2011
2342011
Influence of graph construction on graph-based clustering measures
M Maier, U Luxburg, M Hein
Advances in neural information processing systems 21, 2008
2082008
Distance-Based Classification with Lipschitz Functions.
U von Luxburg, O Bousquet
J. Mach. Learn. Res. 5 (Jun), 669-695, 2004
2002004
Clustering: Science or art
I Guyon, U Von Luxburg, RC Williamson
NIPS 2009 workshop on clustering theory, 1-11, 2009
1512009
Limits of spectral clustering
U Luxburg, O Bousquet, M Belkin
Advances in neural information processing systems 17, 2004
1492004
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
1462011
Optimal construction of k-nearest-neighbor graphs for identifying noisy clusters
M Maier, M Hein, U Von Luxburg
Theoretical Computer Science 410 (19), 1749-1764, 2009
1382009
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
1332014
Getting lost in space: Large sample analysis of the commute distance
U Von Luxburg, A Radl, M Hein
Advances in neural information processing systems 23, 2622-2630, 2010
1162010
Curran Associates
DD Lee, M Sugiyama, UV Luxburg, I Guyon, R Garnett
Inc.: Red Hook, NY, USA 29, 4134-4142, 2016
1112016
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