Further properties of Gaussian Reproducing Kernel Hilbert Spaces

2012/10/23 by Quang, Minh Ha
#68P30 #68T05 #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (stat.ML)

paper · doi:10.48550/arxiv.1210.6170

Abstract

We generalize the orthonormal basis for the Gaussian RKHS described in \citeMinhGaussian2010 to an infinite, continuously parametrized, family of orthonormal bases, along with some implications. The proofs are direct generalizations of those in \citeMinhGaussian2010.

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