Kernel Methods And Machine Learning


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Kernel Methods and Machine Learning


Kernel Methods and Machine Learning

Author: S. Y. Kung

language: en

Publisher: Cambridge University Press

Release Date: 2014-04-17


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Covering the fundamentals of kernel-based learning theory, this is an essential resource for graduate students and professionals in computer science.

Learning with Kernels


Learning with Kernels

Author: Bernhard Schölkopf

language: en

Publisher: MIT Press

Release Date: 2002


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A comprehensive introduction to Support Vector Machines and related kernel methods.

Kernel Methods for Pattern Analysis


Kernel Methods for Pattern Analysis

Author: John Shawe-Taylor

language: en

Publisher: Cambridge University Press

Release Date: 2004-06-28


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