Refined methods for the identifiability of tensors

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Abstract

We prove that the general tensor of size 2n and rank k has a unique decomposition as the sum of decomposable tensors if (Formula presented.) (the constant 1 being the optimal value). Similarly, the general tensor of size 3n and rank k has a unique decomposition as the sum of decomposable tensors if (Formula presented.) (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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Bocci, C., Chiantini, L., & Ottaviani, G. (2014). Refined methods for the identifiability of tensors. Annali Di Matematica Pura Ed Applicata, 193(6), 1691–1702. https://doi.org/10.1007/s10231-013-0352-8

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