Symmetric subrank and its border analogue
Benjamin Biaggi, Jan Draisma, Koen de Nooij, and Immanuel van Santen

TL;DR
This paper investigates the asymptotic behavior of symmetric subrank and border subrank of homogeneous polynomials, revealing their relationship for low-degree forms using geometric invariant theory.
Contribution
It determines the asymptotic behavior of symmetric subrank and border subrank for forms as variables grow, and shows their equality for low-degree cases under certain conditions.
Findings
Asymptotic behavior of symmetric subrank and border subrank established.
Symmetric subrank and border subrank coincide for low-degree forms with small subrank.
Geometric invariant theory used to analyze subrank relationships.
Abstract
The symmetric subrank of homogeneous polynomial is the largest number of terms in a diagonal form to which it can be specialized by a (typically non-invertible) linear variable substitution. Building on earlier work by Derksen-Makam-Zuiddam and Biaggi-Chang-Draisma-Rupniewski for ordinary tensors, we determine the asymptotic behavior of symmetric subrank and symmetric border subrank of degree-d forms as the number of variables tends to infinity. Furthermore, by using results from geometric invariant theory we show that for cubic (resp. quartic) forms the symmetric subrank and symmetric border subrank coincide if the latter is at most three (resp. two).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
