An Introduction to the Theory of Reproducing Kernel Hilbert Spaces - Couverture rigide

Livre 80 sur 140: Cambridge Studies in Advanced Mathematics

Paulsen, Vern I.; Raghupathi, Mrinal

 
9781107104099: An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
Couverture rigide
ISBN 10 : 1107104092 ISBN 13 : 9781107104099
Editeur : Cambridge University Press, 2016

Synopsis

Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable role in complex analysis, probability, group representation theory, and the theory of integral operators. This unique text offers a unified overview of the topic, providing detailed examples of applications, as well as covering the fundamental underlying theory, including chapters on interpolation and approximation, Cholesky and Schur operations on kernels, and vector-valued spaces. Self-contained and accessibly written, with exercises at the end of each chapter, this unrivalled treatment of the topic serves as an ideal introduction for graduate students across mathematics, computer science, and engineering, as well as a useful reference for researchers working in functional analysis or its applications.

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À propos des auteurs

Vern I. Paulsen held a John and Rebecca Moores Chair in the Department of Mathematics, University of Houston, from 1996 to 2015. He is currently a Professor in the Department of Pure Mathematics at the Institute for Quantum Computing, University of Waterloo. He is the author of four books, over 100 research articles, and the winner of several teaching awards.

Mrinal Raghupathi is a Lead Quantitative Risk Analyst at the United Services Automobile Association (USAA). His research involves applications of reproducing kernel Hilbert spaces, risk analysis, and model validation.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2016
Langue
anglais
ISBN 10 
1107104092
ISBN 13 
9781107104099
Reliure
Relié
Nombre de pages
192
Coordonnées du fabricant
non disponible
Personne responsable
Avery
https://www.avery.fr/

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