A real tensor T of rank r is identifiable if it has a unique decomposition with rank 1 tensors. Sometimes identifiability fails over (Formula presented.), for general tensors of fixed rank. This behaviour is peculiar when r is sub-generic. In several cases, the failure is due to an elliptic normal curve passing through general points of the corresponding variety (Formula presented.) of rank 1 tensors (Segre, Veronese, Grassmann). When this happens, we prove the existence of nonempty euclidean open subsets of some varieties of rank r tensors, whose elements have several complex decompositions, but only one of them is real.
Angelini, E., Bocci, C., Chiantini, L. (2018). Real identifiability vs. complex identifiability. LINEAR & MULTILINEAR ALGEBRA, 66(6), 1257-1267 [10.1080/03081087.2017.1347137].
Real identifiability vs. complex identifiability
Angelini, Elena
;Bocci, Cristiano;Chiantini, Luca
2018-01-01
Abstract
A real tensor T of rank r is identifiable if it has a unique decomposition with rank 1 tensors. Sometimes identifiability fails over (Formula presented.), for general tensors of fixed rank. This behaviour is peculiar when r is sub-generic. In several cases, the failure is due to an elliptic normal curve passing through general points of the corresponding variety (Formula presented.) of rank 1 tensors (Segre, Veronese, Grassmann). When this happens, we prove the existence of nonempty euclidean open subsets of some varieties of rank r tensors, whose elements have several complex decompositions, but only one of them is real.File | Dimensione | Formato | |
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https://hdl.handle.net/11365/1032786