Meshes that trap random subspaces
Information Theory
2013-04-02 v1 math.IT
Optimization and Control
Probability
Abstract
In our recent work \cite{StojnicCSetam09,StojnicUpper10} we considered solving under-determined systems of linear equations with sparse solutions. In a large dimensional and statistical context we proved results related to performance of a polynomial -optimization technique when used for solving such systems. As one of the tools we used a probabilistic result of Gordon \cite{Gordon88}. In this paper we revisit this classic result in its core form and show how it can be reused to in a sense prove its own optimality.
Cite
@article{arxiv.1304.0003,
title = {Meshes that trap random subspaces},
author = {Mihailo Stojnic},
journal= {arXiv preprint arXiv:1304.0003},
year = {2013}
}