OAI/Analysis/FactorGeneration/Correlation.lean
4 declarations, 0 contain sorry, 0 declared as axioms
Scalar error budgets and lower bounds for perturbation correlation.
- theorem
OAI.Generator.exists_correlation_parameterline 12 - theorem
OAI.Generator.correlation_error_budgetline 19Source documentation
The strict nonlinear error budget in the manuscript, with its original constants.
theorem correlation_error_budget {s α : ℝ} (hs : 0 < s) (hα : 0 < α) (hquarter : α < 1 / 4) (hsmall : α < s / 32) : s * (4 * α ^ 2 / (1 - 2 * α)) < α * s ^ 2 / 4 := by … - theorem
OAI.Generator.correlation_lower_boundline 34Source documentation
Triangle-inequality step converting the correlation error into a lower bound.
theorem correlation_lower_bound {s α δ : ℝ} (hs : 0 < s) (hα : 0 < α) (hquarter : α < 1 / 4) (hsmall : α < s / 32) {c : ℂ} (hc : ‖c - ((α * s ^ 2 / 2 : ℝ) : ℂ)‖ ≤ s * (4 * α ^ 2 / (1 - 2 * α)) + δ) : α * s ^ 2 / 4 - δ ≤ ‖c‖ := by … - theorem
OAI.Generator.no_continuous_correlated_sequenceline 48