Note on universal algorithms for learning theory
Statistics Theory
2018-11-26 v1 Statistics Theory
Abstract
We propose the general way of study the universal estimator for the regression problem in learning theory considered in "Universal algorithms for learning theory Part I: piecewise constant functions" and "Universal algorithms for learning theory Part II: piecewise constant functions" written by Binev, P., Cohen, A., Dahmen, W., DeVore, R., Temlyakov, V. This new approch allows us to improve results.
Keywords
Cite
@article{arxiv.1811.09569,
title = {Note on universal algorithms for learning theory},
author = {Karol Dziedziul and Barbara Wolnik},
journal= {arXiv preprint arXiv:1811.09569},
year = {2018}
}