Optimal Multivalued Shattering
Combinatorics
2011-09-09 v1
Abstract
We have found the most general extension of the celebrated Sauer, Perles and Shelah, Vapnik and Chervonenkis result from 0-1 sequences to -ary codes still giving a polynomial bound. Let \mathcal{C}\subseteq \{0,1,..., k-1}^n be a -ary code of length . For a subset of coordinates the projection of to is denoted by . We say that -{\em shatters} if contains all the distinct vectors (codewords) with coordinates and . Suppose that does not -shatter any coordinate set of size for every and let . Using a natural induction we prove that for any given as and give a construction showing that this exponent is the best possible. Several open problems are mentioned.
Cite
@article{arxiv.1109.1748,
title = {Optimal Multivalued Shattering},
author = {Zoltán Füredi and Attila Sali},
journal= {arXiv preprint arXiv:1109.1748},
year = {2011}
}
Comments
12 pages