Practical universality conjecture for the Sequential GEVP

Let R\mathbf{R} be a Hermitian positive-definite matrix arising from a broad class of physical signal models, and let B\mathcal{B} be a basis. Let Aut(R)\operatorname{Aut}(\mathbf{R}) denote the automorphism group of R\mathbf{R}, and consider the Sequential GEVP with group-theoretic deflation at τ=0\tau=0. Practical universality conjecture. There exists a basis B\mathcal{B} for which the Sequential GEVP recovers Aut(R)\operatorname{Aut}(\mathbf{R}) in full. Identifying such a basis from R\mathbf{R} alone, or characterizing the bases for which this holds, remains an open basis-design problem. The procedure is known to be sound, but completeness is not established in general.

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Primary source

Mitchell A. Thornton, “Algebraic Diversity: Principles of a Group-Theoretic Approach to Signal Processing”, arXiv:2604.19983 (2026).

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