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JMLR
2006

Universal Kernels

10 years 1 months ago
Universal Kernels
In this paper we investigate conditions on the features of a continuous kernel so that it may approximate an arbitrary continuous target function uniformly on any compact subset of the input space. A number of concrete examples are given of kernels with this universal approximating property.
Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
Added 13 Dec 2010
Updated 13 Dec 2010
Type Journal
Year 2006
Where JMLR
Authors Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang
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