An introduction to the theory of reproducing kernel hilbert spaces
Material type: TextPublication details: Cambridge University Press, Cambridge : ©2016Description: x, 182 p. ; 24 cmISBN:- 9781107104099
- 515.73 PAU-I
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | Course reserves |
---|---|---|---|---|---|---|---|---|
Books | IIITD Reference | Mathematics | REF 515.73 PAU-I (Browse shelf(Opens below)) | Not for loan | 012602 |
Reproducing Kernel Hilbert Spaces with Applications (New) UG/PG (REST) WNT24 |
Includes bibliographical references and index.
Part I. General Theory 1. Introduction 2. Fundamental results 3. Interpolation and approximation 4. Cholesky and Schur 5. Operations on kernels 6. Vector-valued spaces Part II. 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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