| 000 -LEADER |
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| fixed length control field |
01943 a2200217 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20231205111609.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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231205b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
978-1107104099 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
ICTS-TIFR |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA322.4 .P38 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Paulsen, Vern I. |
| 245 ## - TITLE STATEMENT |
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| Title |
An introduction to the theory of reproducing kernel hilbert spaces |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Name of publisher, distributor, etc. |
Cambridge University Press, |
| Place of publication, distribution, etc. |
Cambridge, U.K.: |
| Date of publication, distribution, etc. |
[c2016] |
| 300 ## - Physical Description |
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| Pages: |
182 p. |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Cambridge Studies in Advanced Mathematics |
| Volume/sequential designation |
Vol. 152 |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Part I. General Theory:<br/>1. Introduction<br/>2. Fundamental results<br/>3. Interpolation and approximation<br/>4. Cholesky and Schur<br/>5. Operations on kernels<br/>6. Vector-valued spaces<br/><br/>Part II. Applications and Examples:<br/>7. Power series on balls and pull-backs<br/>8. Statistics and machine learning<br/>9. Negative definite functions<br/>10. Positive definite functions on groups<br/>11. Applications of RKHS to integral operators<br/>12. Stochastic processes. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
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.---provided by publisher |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Raghupathi, Mrinal |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
|
| Koha item type |
Book |
