Effective identifiability criteria for tensors and polynomials
Algebraic Geometry
2017-03-09 v1 Computational Geometry
Abstract
A tensor , in a given tensor space, is said to be -identifiable if it admits a unique decomposition as a sum of rank one tensors. A criterion for -identifiability is called effective if it is satisfied in a dense, open subset of the set of rank tensors. In this paper we give effective -identifiability criteria for a large class of tensors. We then improve these criteria for some symmetric tensors. For instance, this allows us to give a complete set of effective identifiability criteria for ternary quintic polynomial. Finally, we implement our identifiability algorithms in Macaulay2.
Keywords
Cite
@article{arxiv.1703.02637,
title = {Effective identifiability criteria for tensors and polynomials},
author = {Alex Massarenti and Massimiliano Mella and Giovanni Staglianò},
journal= {arXiv preprint arXiv:1703.02637},
year = {2017}
}
Comments
12 pages. The identifiability criteria are implemented, in Macaulay2, in the ancillary file Identifiability.m2