VC Dimension and Sampling Complexity of Learning Sparse Polynomials and Rational Functions

TitleVC Dimension and Sampling Complexity of Learning Sparse Polynomials and Rational Functions
Publication TypeTechnical Report
Year of Publication1991
AuthorsKarpinski, M., & Werther T.
Other Numbers674
Abstract

This paper presents the recent results on the VC dimension and the sampling complexity of learning sparse polynomials and rational functions. Some of the direct applications of these results have also been presented.

URLhttp://www.icsi.berkeley.edu/pubs/techreports/tr-91-044.pdf
Bibliographic Notes

ICSI Technical Report TR-91-044

Abbreviated Authors

M. Karpinski and T. Werther

ICSI Publication Type

Technical Report