Document Type

Article

Date

2006

Embargo Period

2-9-2012

Keywords

density, translation invariant kernels, radial kernels

Language

English

Disciplines

Mathematics

Description/Abstract

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.

Creative Commons License

Creative Commons Attribution 3.0 License
This work is licensed under a Creative Commons Attribution 3.0 License.

Included in

Mathematics Commons

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