000 01844nam a22003017a 4500
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008 210701b ||||| |||| 00| 0 eng d
020 _a9781107104099
028 _a:International Book Distributors
_b:Flat No 17, Prakash Apartment 4405/2, 5 Ansari Road Darya Ganj New Delhi
_c:116487
_d:05/06/2021
028 _a:Zafaa Books & Distributors
_b:313/56F 49A, Anand Nagar Inderlok Delhi 110035
_c:ZBD0020
_d:04/04/2022
082 _a515.733 PAU
100 _aPaulsen, Vern I.
245 _aAn introduction to the Theory of Reproducing Kernel Hilbert Spaces
_c/Vern I Paulsen
260 _aCambridge, New York
_b:Cambridge University Press,
_c2016
300 _ax, 182p.
_c; 24 cm
365 _b5469
365 _b5443
490 _aCambridge studies in advanced mathematics, 152.
505 _aPart 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.
520 _aCovering 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
650 _aMathematics
650 _aAnalysis
650 _aHilbert space
650 _aKernel functions
700 _aPaulsen, Vern I.
700 _aRaghupathi, Mrinal
942 _cBOOK
999 _c56985
_d56985