OAI/GroupTheory/PolycyclicRecognition/Analysis/AffineSheetAgreement.lean
5 declarations, 0 contain sorry, 0 declared as axioms
Local agreement identifies affine sheet profiles on the whole domain
- theorem
OAI.PolycyclicRecognition.affine_height_profiles_eq_of_open_agreementline 16Source documentation
Agreement above any nonempty open set identifies both the label and the offset of affine height profiles. Surjectivity makes the height map open.
theorem affine_height_profiles_eq_of_open_agreement {V W Z : Type*} [NormedAddCommGroup V] [NormedSpace ℝ V] [FiniteDimensional ℝ V] [NormedAddCommGroup W] [NormedSpace ℝ W] [FiniteDimensional ℝ W] [NormedAddCommGroup Z] [NormedSpace ℝ Z] (q : V →L[ℝ] W) (hq : Function.Surjective q) (A B : W →L[ℝ] Z) (b c : Z) (U O : Set V) (hO : IsOpen O) (hne : O.Nonempty) (hOU : O ⊆ U) (f g : V → Z) (hf : ∀ z ∈ U, f z = A (q z) + b) (hg : ∀ z ∈ U, g z = B (q z) + c) (heq : ∀ z ∈ O, f z = g z) : A = B ∧ b = c ∧ ∀ z ∈ U, f z = g z := by … - theorem
OAI.PolycyclicRecognition.mem_support_map_of_continuousline 37Source documentation
A continuous image of a supported sample is supported by its image law.
theorem mem_support_map_of_continuous {X Y : Type*} [TopologicalSpace X] [TopologicalSpace Y] [MeasurableSpace X] [MeasurableSpace Y] [BorelSpace X] [BorelSpace Y] (μ : ProbabilityMeasure X) (f : X → Y) (hf : Continuous f) {x : X} (hx : x ∈ (μ : Measure X).support) : f x ∈ (ProbabilityMeasure.map μ f : Measure Y).support := by … - theorem
OAI.PolycyclicRecognition.sampled_projection_tendstoline 54Source documentation
Projection of a weak limit of sampled pairs is the weak limit of the projected samples, with no change of sampling law.
theorem sampled_projection_tendsto {A X Y : Type*} [MeasurableSpace A] [TopologicalSpace X] [MeasurableSpace X] [BorelSpace X] [TopologicalSpace Y] [MeasurableSpace Y] [BorelSpace Y] (μ : ℕ → ProbabilityMeasure A) (p : ℕ → A → X) (hp : ∀ n, Measurable (p n)) (ν : ProbabilityMeasure X) (hν : Tendsto (fun n => ProbabilityMeasure.map (μ n) (p n)) atTop (𝓝 ν)) (f : X → Y) (hf : Continuous f) : Tendsto (fun n => ProbabilityMeasure.map (μ n) (f ∘ p n)) atTop (𝓝 (ProbabilityMeasure.map ν f)) := by … - theorem
OAI.PolycyclicRecognition.supported_profile_pair_eq_of_ae_discrepancyline 72Source documentation
A uniform vanishing discrepancy for sampled profile pairs is inherited by every pair in the support of a weak limit.
theorem supported_profile_pair_eq_of_ae_discrepancy {V W A : Type*} [TopologicalSpace V] [LocallyCompactSpace V] [PseudoMetricSpace W] [MeasurableSpace A] (S : Set C(V, W)) [MeasurableSpace (S × S)] [BorelSpace (S × S)] [HasOuterApproxClosed (S × S)] (samples : ℕ → ProbabilityMeasure A) (pair : ℕ → A → S × S) (hp : ∀ n, Measurable (pair n)) (ν : ProbabilityMeasure (S × S)) (hν : Tendsto (fun n => ProbabilityMeasure.map (samples n) (pair n)) atTop (𝓝 ν)) (z : V) (ε : ℕ → ℝ) (hε : Tendsto ε atTop (𝓝 0)) (hbound : ∀ᶠ n in atTop, ∀ᵐ a ∂(samples n : Measure A), dist ((pair n a).1.val z) ((pair n a).2.val z) ≤ ε n) {f : S × S} (hf : f ∈ (ν : Measure (S × S)).support) : … - theorem
OAI.PolycyclicRecognition.supported_profile_pair_eq_of_uniform_discrepancyline 98Source documentation
Pointwise sample bounds imply the almost-everywhere version.
theorem supported_profile_pair_eq_of_uniform_discrepancy {V W A : Type*} [TopologicalSpace V] [LocallyCompactSpace V] [PseudoMetricSpace W] [MeasurableSpace A] (S : Set C(V, W)) [MeasurableSpace (S × S)] [BorelSpace (S × S)] [HasOuterApproxClosed (S × S)] (samples : ℕ → ProbabilityMeasure A) (pair : ℕ → A → S × S) (hp : ∀ n, Measurable (pair n)) (ν : ProbabilityMeasure (S × S)) (hν : Tendsto (fun n => ProbabilityMeasure.map (samples n) (pair n)) atTop (𝓝 ν)) (z : V) (ε : ℕ → ℝ) (hε : Tendsto ε atTop (𝓝 0)) (hbound : ∀ᶠ n in atTop, ∀ a, dist ((pair n a).1.val z) ((pair n a).2.val z) ≤ ε n) {f : S × S} (hf : f ∈ (ν : Measure (S × S)).support) : …