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  1. Finite certificates for the lower edge of a weighted Weil operatorScott SchubrEdition 2 · 2026-10-27 Public
  2. Effective Prescribed-Gradient Stability for Homogeneous Real-Stable PolynomialsScott SchubrEdition 2 · 2026-10-27 Public
  3. Prescribed-gradient minimizers and coefficient stability for homogeneous real-stable polynomialsScott SchubrEdition 4 · 2026-10-27 Public
  4. Finite theta interpolation and eventual Laguerre failureScott SchubrEdition 2 · 2026-10-27 Public
  5. Uniform permanent-derivative compensation on the six-row conjugate-disjoint Gram locusScott SchubrEdition 2 · 2026-10-27 Public
  6. Certified complementary bounds for an odd Weil receiverScott SchubrEdition 1 · 2026-10-27 Public
  7. RH, Approximately: Certified Lower Bounds for Odd Weil PositivityScott SchubrEdition 1 · 2026-10-27 Public
  8. Sharp regularity criteria for arithmetic cutoff functionalsScott SchubrEdition 1 · 2026-10-26 Public
  9. Optimal energy for Dirichlet repairs in divisor bandsScott SchubrEdition 1 · 2026-10-26 Public
  10. Certified negative-band approximation for odd Weil formsScott SchubrEdition 1 · 2026-10-26 Public

Sharp output ranges and bias frontiers for stabilizer purity estimation

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Abstract

We determine the exact tradeoff between uniform expectation bias and the upper output endpoint for projected-purity estimation by odd-prime stabilizer protocols using at most two identical input copies. If an isotropic Weyl subgroup leaves logical dimension d, the least upper endpoint at bias tolerance ε is max{d−(2d+1)ε,1−ε} for d>1, and 1-ε for d=1. An explicit common-basis collision statistic attains every branch. In particular, the optimal bias with outputs in [0,1] is (d-1)/(2d+1). The proof combines the two-copy Clifford commutant with positive responses at a nonphysical Wigner phase point. The same response argument gives the sharp upper endpoint d for exactly unbiased estimation at every finite copy cap. At larger caps we derive a continuum of Chebyshev witness bounds, an improved finite-cap constant, and the exact leading asymptotic and maximizing location within this witness family. A matching polynomial extremizer on the whole density-matrix body identifies the role of operational symmetry in the exact two-copy result.

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