Stabilization conjecture for the expected number of critical tensor approximations
Stabilization conjecture for the expected number of critical tensor approximations
Let be the tensor rank-one approximation variety, let be the distance function determined by a Gaussian tensor , and let denote the dimensions of the tensor factors. Suppose that
Stabilization conjecture. In the Gaussian setting of Theorem 1, the expected number of critical points of on does not decrease when is replaced by .
For , this follows because a sufficiently general matrix with has singular values, and this number remains unchanged after replacing by . Over , the statement is known with equality, but a direct geometric argument explaining the corresponding real statement remains open. The smallest open case is with , where the conjecture becomes the explicit integral inequality given in the source statement.
Sources & referencesView supporting material
Primary source
Jan Draisma and Emil Horobet, “The average number of critical rank-one approximations to a tensor”, arXiv:1408.3507 (2015).
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