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Operator theory / Hilbert space / Linear algebra / Signal processing / Positive-definite kernel / Reproducing kernel Hilbert space / Kernel trick / Fourier analysis / Kernel principal component analysis / Mathematics / Mathematical analysis / Algebra


Kernel methods in machine learning
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Document Date: 2008-07-14 12:36:36

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File Size: 592,05 KB

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Facility

Alexander J. Smola Darmstadt University of Technology / Institute of Mathematical Statistics / Max Planck Institute / /

IndustryTerm

neural networks / tensor product / classification algorithm / dot product / dot products / geometric classification algorithm / inner product / generalized dot products / kernel algorithms / learning algorithms / /

Organization

Max Planck Institute for Biological Cybernetics / Alexander J. Smola Darmstadt University of Technology / Institute of Mathematical Statistics / /

Person

Bernhard Scho / Thomas Hofmann / Alexander J. Smola / /

ProgrammingLanguage

Pascal / /

Technology

machine learning / geometric classification algorithm / classification algorithm / kernel algorithms / /

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