An introduction to the theory of reproducing kernel hilbert spaces
Material type:![Text](/opac-tmpl/lib/famfamfam/BK.png)
- 9781107104099
- 515.73 PAU-I
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | Course reserves |
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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 |
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REF 515.723 DEB-I Integral transforms and their applications | REF 515.723 SHU-E Efficient algorithms for discrete wavelet transform. | REF 515.7248 BAN-A Advances in nonlinear analysis via the concept of measure of noncompactness | REF 515.73 PAU-I An introduction to the theory of reproducing kernel hilbert spaces | REF 515.785 KRA-H Harmonic and complex analysis in several variables | REF 515.8 KRA-R Real analysis and foundations | REF 515.8 OSH-L Level set methods and dynamic implicit surfaces |
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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