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Refined methods for the identifiability of tensors
Authors:Cristiano Bocci  Luca Chiantini  Giorgio Ottaviani
Institution:1. Dipartimento di Ingegneria dell’Informazione e Scienze Matematiche, Università di Siena, Pian dei Mantellini 44, 53100, Siena, Italy
2. Dipartimento di Matematica e Informatica ‘Ulisse Dini’, Università di Firenze, Viale Morgagni 67/A, 50134, Florence, Italy
Abstract:We prove that the general tensor of size \(2^n\) and rank \(k\) has a unique decomposition as the sum of decomposable tensors if \(k\le 0.9997\frac{2^n}{n+1}\) (the constant 1 being the optimal value). Similarly, the general tensor of size \(3^n\) and rank \(k\) has a unique decomposition as the sum of decomposable tensors if \(k\le 0.998\frac{3^n}{2n+1}\) (the constant 1 being the optimal value). Some results of this flavor are obtained for tensors of any size, but the explicit bounds obtained are weaker.
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