An introduction to the theory of reproducing kernel Hilbert spaces /
General Material Designation
[Book]
First Statement of Responsibility
Vern I. Paulsen, Mrinal Raghupathi.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cambridge :
Name of Publisher, Distributor, etc.
Cambridge University Press,
Date of Publication, Distribution, etc.
2016.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
x, 182 pages ;
Dimensions
24 cm
SERIES
Series Title
Cambridge studies in advanced mathematics ;
Volume Designation
152
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Part 1 -- General theory: 1. Introduction -- 2. Fundamental results -- 3. Interpolation and approximation -- 4. Cholesky and Schur -- 5. Operations on kernals -- 6. Vector-valued spaces -- Part 2 -- 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.