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Bernhard Schölkopf
Researcher Next ID · RN-001750
Researcher · 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
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 · https://doi.org/10.1023/b:stco.0000035301.49549.88
Learning with Kernels
The MIT Press eBooks · 2001 · https://doi.org/10.7551/mitpress/4175.001.0001
Estimating the Support of a High-Dimensional Distribution
Neural Computation · 2001 · https://doi.org/10.1162/089976601750264965
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
Neural Computation · 1998 · https://doi.org/10.1162/089976698300017467
Support vector machines
IEEE Intelligent Systems and their Applications · 1998 · https://doi.org/10.1109/5254.708428
Current projects
No projects listed.