eBook - PDF

An Introduction to the Theory of Reproducing Kernel Hilbert Spaces

Name: An Introduction to the Theory of Reproducing Kernel Hilbert Spaces
ISBN: 9781316560297

Vern I. Paulsen,

Mrinal Raghupathi,

English
PDF
Available on iOS & Android

eBook - PDF

An Introduction to the Theory of Reproducing Kernel Hilbert Spaces

Vern I. Paulsen,

Mrinal Raghupathi,

About this book

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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Yes, you can access An Introduction to the Theory of Reproducing Kernel Hilbert Spaces by Vern I. Paulsen,Mrinal Raghupathi in PDF and/or ePUB format, as well as other popular books in Mathematics & Mathematical Analysis. We have over one million books available in our catalogue for you to explore.