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003 IIITD
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020 _a9781107104099
040 _aIIITD
082 _a515.73
_bPAU-I
100 _aPaulsen, Vern I
245 _aAn introduction to the theory of reproducing kernel hilbert spaces
_cby Vern I. Paulsen, Mrinal Raghupathi.
260 _bCambridge University Press,
_aCambridge :
_c©2016
300 _ax, 182 p. ;
_c24 cm.
504 _aIncludes bibliographical references and index.
505 _tPart I. General Theory
_t1. Introduction
_t2. Fundamental results
_t3. Interpolation and approximation
_t4. Cholesky and Schur
_t5. Operations on kernels
_t6. Vector-valued spaces
_tPart II. Applications and Examples
_t7. Power series on balls and pull-backs
_t8. Statistics and machine learning
_t9. Negative definite functions
_t10. Positive definite functions on groups
_t11. Applications of RKHS to integral operators
_t12. Stochastic processes.
650 _aReproducing kernel
650 _aHilbert space structure
700 _aRaghupathi, Mrinal
942 _2ddc
_cBK
999 _c172147
_d172147