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Bernhard Schölkopf
Researcher Next ID · RN-000147
Professor · Computer Science
Max Planck Institute for Intelligent Systems
Stuttgart, Germany
Not currently recruitingFunding unknown
- Works count
- 1,429
- Citation count
- 148,452
- H-index
- 142
- i10-index
- 551
About
1433 publications and 148,876 citations recorded on OpenAlex.
Research interests
Computer Science
Neural Networks and Applications
Bayesian Modeling and Causal Inference
Face and Expression Recognition
Machine Learning and Algorithms
Machine Learning and Data Classification
Publications
A tutorial on support vector regression
Statistics and Computing · 2004 · 10.1023/b:stco.0000035301.49549.88
Learning with Kernels
The MIT Press eBooks · 2001 · 10.7551/mitpress/4175.001.0001
Estimating the Support of a High-Dimensional Distribution
Neural Computation · 2001 · 10.1162/089976601750264965
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
Neural Computation · 1998 · 10.1162/089976698300017467
Support vector machines
IEEE Intelligent Systems and their Applications · 1998 · 10.1109/5254.708428
Current projects
No projects listed.