An introduction to the Theory of Reproducing Kernel Hilbert Spaces /Vern I Paulsen
Material type:
TextPublisher number: :International Book Distributors | :Flat No 17, Prakash Apartment 4405/2, 5 Ansari Road Darya Ganj New Delhi :Zafaa Books & Distributors | :313/56F 49A, Anand Nagar Inderlok Delhi 110035Series: Cambridge studies in advanced mathematics, 152Publication details: Cambridge, New York :Cambridge University Press, 2016Description: x, 182p. ; 24 cmISBN: - 9781107104099
- 515.733 PAU
| Item type | Current library | Call number | Status | Notes | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
Books
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SNU LIBRARY | 515.733 PAU (Browse shelf(Opens below)) | Not For Loan | Books Shifted in Mathematics Dept. | 28596 | ||
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Books
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SNU LIBRARY | 515.733 PAU (Browse shelf(Opens below)) | Checked out to Dr. Sneh Lata (20500012) | Grant Matrix | 24/08/2022 00:00 | 27983 |
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.
Covering the fundamental underlying theory as well as a range of applications, this unique text provides a unified overview of reproducing kernel Hilbert spaces. It offers an unrivalled and accessible introduction to the field, ideal for graduate students and researchers working in functional analysis or its applications
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