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Cover: 9781107104099 | An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
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An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
Buch von Vern I. Paulsen (u. a.)
Sprache: Englisch

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Beschreibung
A unique introduction to reproducing kernel Hilbert spaces, covering the fundamental underlying theory as well as a range of applications.
A unique introduction to reproducing kernel Hilbert spaces, covering the fundamental underlying theory as well as a range of applications.
Über den Autor
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.
Inhaltsverzeichnis
Part I. General Theory: 1. Introduction; 2. Fundamental results; 3. Interpolation and approximation; 4. Cholesky and Schur; 5. Operations on kernels; 6. Vector-valued spaces; Part II. Applications and Examples: 7. Power series on balls and pull-backs; 8. Statistics and machine learning; 9. Negative definite functions; 10. Positive definite functions on groups; 11. Applications of RKHS to integral operators; 12. Stochastic processes.
Details
Erscheinungsjahr: 2017
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9781107104099
ISBN-10: 1107104092
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Paulsen, Vern I.
Raghupathi, Mrinal
Hersteller: Cambridge University Press
Maße: 235 x 157 x 15 mm
Von/Mit: Vern I. Paulsen (u. a.)
Erscheinungsdatum: 09.08.2017
Gewicht: 0,442 kg
Artikel-ID: 104177644
Über den Autor
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.
Inhaltsverzeichnis
Part I. General Theory: 1. Introduction; 2. Fundamental results; 3. Interpolation and approximation; 4. Cholesky and Schur; 5. Operations on kernels; 6. Vector-valued spaces; Part II. Applications and Examples: 7. Power series on balls and pull-backs; 8. Statistics and machine learning; 9. Negative definite functions; 10. Positive definite functions on groups; 11. Applications of RKHS to integral operators; 12. Stochastic processes.
Details
Erscheinungsjahr: 2017
Fachbereich: Analysis
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
ISBN-13: 9781107104099
ISBN-10: 1107104092
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Paulsen, Vern I.
Raghupathi, Mrinal
Hersteller: Cambridge University Press
Maße: 235 x 157 x 15 mm
Von/Mit: Vern I. Paulsen (u. a.)
Erscheinungsdatum: 09.08.2017
Gewicht: 0,442 kg
Artikel-ID: 104177644
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