Covering numbers of Gaussian reproducing kernel Hilbert spaces
نویسندگان
چکیده
منابع مشابه
Reproducing kernel Hilbert spaces of Gaussian priors
We review definitions and properties of reproducing kernel Hilbert spaces attached to Gaussian variables and processes, with a view to applications in nonparametric Bayesian statistics using Gaussian priors. The rate of contraction of posterior distributions based on Gaussian priors can be described through a concentration function that is expressed in the reproducing Hilbert space. Absolute co...
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ژورنال
عنوان ژورنال: Journal of Complexity
سال: 2011
ISSN: 0885-064X
DOI: 10.1016/j.jco.2011.01.005