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Reproducing Kernel Hilbert Spaces in Probability and Statistics
Language: en
Pages: 369
Authors: Alain Berlinet
Categories: Business & Economics
Type: BOOK - Published: 2011-06-28 - Publisher: Springer Science & Business Media

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The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and pro
An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
Language: en
Pages: 193
Authors: Vern I. Paulsen
Categories: Mathematics
Type: BOOK - Published: 2016-04-11 - Publisher: Cambridge University Press

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A unique introduction to reproducing kernel Hilbert spaces, covering the fundamental underlying theory as well as a range of applications.
A Primer on Reproducing Kernel Hilbert Spaces
Language: en
Pages: 126
Authors: Jonathan H. Manton
Categories: Hilbert space
Type: BOOK - Published: 2015 - Publisher:

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Reproducing kernel Hilbert spaces are elucidated without assuming prior familiarity with Hilbert spaces. Compared with extant pedagogic material, greater care i
The Schur Algorithm, Reproducing Kernel Spaces and System Theory
Language: en
Pages: 162
Authors: Daniel Alpay
Categories: Computers
Type: BOOK - Published: 2001 - Publisher: American Mathematical Soc.

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The class of Schur functions consists of analytic functions on the unit disk that are bounded by $1$. The Schur algorithm associates to any such function a sequ
Digital Signal Processing with Kernel Methods
Language: en
Pages: 665
Authors: Jose Luis Rojo-Alvarez
Categories: Technology & Engineering
Type: BOOK - Published: 2018-02-05 - Publisher: John Wiley & Sons

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A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, a