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JMLR
2006

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Universal Kernels

13 years 4 months ago

Universal Kernels

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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

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Arbitrary Continuous Target | Continuous Kernel | JMLR 2006 | Universal Approximating Property |

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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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