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Capacity of reproducing kernel spaces in learning theory

โœ Scribed by Ding-Xuan Zhou


Book ID
114637265
Publisher
IEEE
Year
2003
Tongue
English
Weight
943 KB
Volume
49
Category
Article
ISSN
0018-9448

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Derivative reproducing properties for ke
โœ Ding-Xuan Zhou ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 175 KB

The regularity of functions from reproducing kernel Hilbert spaces (RKHSs) is studied in the setting of learning theory. We provide a reproducing property for partial derivatives up to order s when the Mercer kernel is C 2s . For such a kernel on a general domain we show that the RKHS can be embedde