Kernels For Vector Valued Functions

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Kernels for Vector-Valued Functions

Author	: Mauricio A. Álvarez
Publisher	: Foundations & Trends
Total Pages	: 86
Release	: 2012
ISBN-10	: 1601985584
ISBN-13	: 9781601985583
Rating	: 4/5 (583 Downloads)

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Book Synopsis Kernels for Vector-Valued Functions by : Mauricio A. Álvarez

Download or read book Kernels for Vector-Valued Functions written by Mauricio A. Álvarez and published by Foundations & Trends. This book was released on 2012 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph reviews different methods to design or learn valid kernel functions for multiple outputs, paying particular attention to the connection between probabilistic and regularization methods.

Kernels for Vector-Valued Functions Related Books

Language: en
Pages: 86

Kernels for Vector-Valued Functions

Authors: Mauricio A. Álvarez

Categories: Computers

Type: BOOK - Published: 2012 - Publisher: Foundations & Trends

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This monograph reviews different methods to design or learn valid kernel functions for multiple outputs, paying particular attention to the connection between p

Language: en
Pages: 84

Kernels for Vector-Valued Functions

Authors: Mauricio A. Álvarez

Categories: Analytic functions

Type: BOOK - Published: 2012 - Publisher:

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This monograph reviews different methods to design or learn valid kernel functions for multiple outputs, paying particular attention to the connection between p

Language: en
Pages: 266

Gaussian Processes for Machine Learning

Authors: Carl Edward Rasmussen

Categories: Computers

Type: BOOK - Published: 2005-11-23 - Publisher: MIT Press

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A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machi

Language: en
Pages: 74

Theory of Reproducing Kernels for Hilbert Spaces of Vector Valued Functions

Authors: George B. Pedrick

Categories: Hilbert space

Type: BOOK - Published: 1957 - Publisher:

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Language: en
Pages: 522

Regularization, Optimization, Kernels, and Support Vector Machines

Authors: Johan A.K. Suykens

Categories: Computers

Type: BOOK - Published: 2014-10-23 - Publisher: CRC Press

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Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing