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" An introduction to the theory of reproducing kernel Hilbert spaces / "
Vern I. Paulsen, Mrinal Raghupathi.
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BL
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| Record Number
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838973
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| Main Entry
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Paulsen, Vern I.,1951-
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| Title & Author
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An introduction to the theory of reproducing kernel Hilbert spaces /\ Vern I. Paulsen, Mrinal Raghupathi.
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| Publication Statement
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Cambridge :: Cambridge University Press,, 2016.
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| Series Statement
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Cambridge studies in advanced mathematics ;; 152
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| Page. NO
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x, 182 pages ;; 24 cm
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| ISBN
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1107104092
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: 9781107104099
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9781316560297
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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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.
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| Subject
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Hilbert space, Textbooks.
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Kernel functions, Textbooks.
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Hilbert space.
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Kernel functions.
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| Dewey Classification
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515/.733
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| LC Classification
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QA322.4.P38 2016
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| Added Entry
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Raghupathi, Mrinal
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