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An Introduction to the Theory of Reproducing Kernel Hilbert Spaces - Paulsen, Vern I., and Raghupathi, Mrinal
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Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable role in complex analysis, probability, group representation theory, and the theory of integral operators. This unique text offers a unified overview of the topic, providing detailed examples of applications, as well as covering the fundamental underlying theory, including chapters on interpolation and approximation, Cholesky and Schur operations on kernels, and vector ...

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An Introduction to the Theory of Reproducing Kernel Hilbert Spaces 2016, Cambridge University Press, Cambridge

ISBN-13: 9781107104099

Hardcover