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Ulrike von Luxburg
Researcher Next ID · RN-000230
Professor · Computer Science
Bernstein Center for Computational Neuroscience Tübingen
Tübingen, Germany
Not currently recruitingFunding unknown
- Works count
- 158
- Citation count
- 15,197
- H-index
- 37
- i10-index
- 69
About
158 publications and 15,196 citations recorded on OpenAlex.
Research interests
Computer Science
Complex Network Analysis Techniques
Advanced Clustering Algorithms Research
Bayesian Methods and Mixture Models
Explainable Artificial Intelligence (XAI)
Face and Expression Recognition
Publications
Consistency of spectral clustering
The Annals of Statistics · 2008 · 10.1214/009053607000000640
A tutorial on spectral clustering
Statistics and Computing · 2007 · 10.1007/s11222-007-9033-z
Graph Laplacians and their Convergence on Random Neighborhood Graphs
Journal · 2007 · 10.5555/1314498.1314544
A Sober Look at Clustering Stability
Lecture notes in computer science · 2006 · 10.1007/11776420_4
From Graphs to Manifolds – Weak and Strong Pointwise Consistency of Graph Laplacians
Lecture notes in computer science · 2005 · 10.1007/11503415_32
Current projects
No projects listed.