Codage arithmetique pour la description d'une distribution
Methodology
2007-05-23 v1
Abstract
Using predictive adaptive arithmetic coding and the Minimum Description Length principle, we derive an efficient tool for model selection problems : the RIC information criterion. We then present an extension of these coding techniques to non-parametrical estimation of a distribution and illustrate it on the gray scales histogram of an image. Key-words : Information criteria, MDL, model selection, non-parametrical estimation, histograms.
Keywords
Cite
@article{arxiv.0705.2938,
title = {Codage arithmetique pour la description d'une distribution},
author = {Guilhem Coq and Olivier Alata and Marc Arnaudon and Christian Olivier},
journal= {arXiv preprint arXiv:0705.2938},
year = {2007}
}