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Ulrike von Luxburg | Researchclopedia

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Ulrike von Luxburg

Bernstein Center for Computational Neuroscience Tübingen

148

Works

14,697

Citations

36

h-index

67

i10-index

Research Topics

Complex Network Analysis Techniques Advanced Clustering Algorithms Research Bayesian Methods and Mixture Models

Affiliations

TH Bingen University of Applied Sciences2023–2023

Max Planck Society2004–2018

Universität Hamburg2011–2015

Max Planck Innovation2017–2017

Max Planck Institute for Biological Cybernetics2003–2012

Top Works

A tutorial on spectral clustering

Ulrike von Luxburg

200710,093 citations

Face and Expression Recognition

Graph theory and applications

Consistency of spectral clustering

Ulrike von Luxburg,Mikhail A. Belkin,et al.

2008537 citations

From Graphs to Manifolds – Weak and Strong Pointwise Consistency of Graph Laplacians

Matthias Hein,Jean-Yves Audibert,et al.

2005287 citations

Graph Laplacians and their Convergence on Random Neighborhood Graphs

Matthias Hein,Jean-Yves Audibert,et al.

2007217 citations

A Sober Look at Clustering Stability

Shai Ben-David,Ulrike von Luxburg,et al.

2006211 citations

Statistical Learning Theory: Models, Concepts, and Results

Ulrike von Luxburg,Bernhard Schölkopf

2011193 citations

Clustering Stability: An Overview

Ulrike von Luxburg

2010183 citations

A Tutorial on Spectral Clustering

Ulrike von Luxburg

2007182 citations

Distance-Based Classification with Lipschitz Functions

Ulrike von Luxburg,Olivier Bousquet

2003161 citations