Title
Document Type
Article
Date
2006
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.
Recommended Citation
Micchelli, Charles A.; Xu, Yuesheng; and Zhang, Haizhang, "Universal Kernels" (2006). Mathematics - All Scholarship. 4.
https://surface.syr.edu/mat/4
Creative Commons License
This work is licensed under a Creative Commons Attribution 3.0 License.
