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An introduction to the theory of reproducing kernel hilbert spaces

By: Contributor(s): Material type: TextTextPublication details: Cambridge University Press, Cambridge : ©2016Description: x, 182 p. ; 24 cmISBN:
  • 9781107104099
Subject(s): DDC classification:
  • 515.73 PAU-I
Contents:
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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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds Course reserves
Books 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

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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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