English

Effective identifiability criteria for tensors and polynomials

Algebraic Geometry 2017-03-09 v1 Computational Geometry

Abstract

A tensor TT, in a given tensor space, is said to be hh-identifiable if it admits a unique decomposition as a sum of hh rank one tensors. A criterion for hh-identifiability is called effective if it is satisfied in a dense, open subset of the set of rank hh tensors. In this paper we give effective hh-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

R2 v1 2026-06-22T18:39:10.783Z