Expected-rank conjecture for finite tensor decompositions

Let k3k\ge 3 and let nin_i denote the dimensions of the factors, for 1ik1\le i\le k. Write n=(n1,,nk)\mathbf{n}=(n_1,\ldots,n_k) and define

rE(k,n)=i=1kn11k+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 k3k\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.

Sources & referencesView supporting material

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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