Expected-rank conjecture for finite tensor decompositions

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Let k≥3k\ge 3 and let nin_i denote the dimensions of the factors, for 1≤i≤k1\le i\le k. Write n=(n1,…,nk)\mathbf{n}=(n_1,\ldots,n_k) and define

rE(k,n)=⌈∏i=1kn11−k+∑i=1kni⌉.r_E(k,\mathbf{n})=\left\lceil\frac{\prod_{i=1}^k n_1}{1-k+\sum_{i=1}^k n_i}\right\rceil.

A generic tensor of order kk and rank rr is a tensor outside a proper exceptional subset. Expected-rank conjecture. A generic tensor of order k≥3k\ge3 and rank rr admits a finite number of decompositions into a sum of rank-one terms if r<rE(k,n)r<r_E(k,\mathbf{n}). This is presented as the generally admitted extension of a symmetric-tensor result to unconstrained tensors; the source gives no resolution and mentions only partial results in the literature.

References

Primary source

Alessandra Bernardi, Jerome Brachat, Pierre Comon and Bernard Mourrain, “General Tensor Decomposition, Moment Matrices and Applications”, arXiv:1105.1229 (2011).

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