TY  - BOOK
AU  - Paulsen,Vern I.
AU  - Raghupathi,Mrinal
TI  - An introduction to the theory of reproducing kernel Hilbert spaces
T2  - Cambridge studies in advanced mathematics
SN  - 9781316219232 (ebook)
AV  - QA322.4 .P38 2016
U1  - 515/.733 23
PY  - 2016///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Hilbert space
KW  - Textbooks
KW  - Kernel functions
N1  - Title from publisher's bibliographic system (viewed on 05 Apr 2016)
N2  - 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
UR  - https://doi.org/10.1017/CBO9781316219232
ER  -