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Symmetric Tensors and Symmetric Tensor Rank

Symmetric Tensors and Symmetric Tensor Rank

A symmetric tensor is a higher order generalization of a symmetric matrix. In this paper, we study various properties of symmetric tensors in relation to a decomposition into a symmetric sum of outer product of vectors. A rank-1 order-k tensor is the outer product of k nonzero vectors. Any symmetric …