Tangential weak defectiveness and generic identifiability
Alex Casarotti, Massimiliano Mella

TL;DR
This paper studies the uniqueness of tensor decompositions, extending existing theory to non-twd varieties, and proves non-generic identifiability for many partially symmetric tensors.
Contribution
It extends the theory of tensor identifiability to non-twd varieties, demonstrating non-generic identifiability for numerous partially symmetric tensors.
Findings
Proves non-generic identifiability for many partially symmetric tensors
Extends tensor decomposition theory to non-twd varieties
Provides new results on tensor uniqueness in complex spaces
Abstract
We investigate the uniqueness of decomposition of general tensors as a sum of tensors of rank . This is done extending the theory developed in a previous paper by the second author to the framework of non twd varieties. In this way we are able to prove the non generic identifiability of infinitely many partially symmetric tensors.
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.
