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Universal kernels. (English) Zbl 1222.68266
Summary: 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.

MSC:
68T05 Learning and adaptive systems in artificial intelligence
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