Klaus‐Robert Müller
1 paper in the Anchorcite directory, published in 1998, cited 8,176 times in total.
ORCID profileResearch topics
- Neural Networks and Applications · 1 paper
- Image and Signal Denoising Methods · 1 paper
- Blind Source Separation Techniques · 1 paper
Frequent co-authors
- Bernhard Schölkopf · 1 paper
- Alexander Johannes Smola · 1 paper
Papers
- Nonlinear Component Analysis as a Kernel Eigenvalue ProblemNeural Computation · 1998 · 8,176 citations
A new method for performing a nonlinear form of principal component analysis is proposed. By the use of integral operator kernel functions, one can efficiently compute principal components in high-dimensional feature spaces, related to input space by some nonlinear map—for…
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