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Extension of Compactly Supported Smooth-Test Poincaré Bounds

Proved
FunctionalInequalities.Poincare.SmoothTest.Holds.of_compactSupport_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

bkl2026functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is the compact-support extension step associated with the regular-approximation reduction in Bizeul–Klartag–Lehec (arXiv:2610.05474v1), Section 2, (12), p. 5 (unnumbered).

Let EEE be a finite-dimensional complete real inner product space with its Borel measurable structure, let μ\muμ be a probability measure, and let C∈RC\in\mathbb RC∈R. Assume:

  1. C≥0C\ge0C≥0.
  2. Every compactly supported admissible f:E→Rf:E\to\mathbb Rf:E→R satisfies Var⁡μ(f)≤CEμ(f)\operatorname{Var}_\mu(f)\le C\mathcal E_\mu(f)Varμ​(f)≤CEμ​(f).

Here admissibility (Poincare.SmoothTest.Admissible) means C∞C^\inftyC∞ smoothness, membership in L2(μ)L^2(\mu)L2(μ), and integrability of ∥∇f∥2\|\nabla f\|^2∥∇f∥2; Eμ(f)=∫∥∇f∥2 dμ\mathcal E_\mu(f)=\int\|\nabla f\|^2\,d\muEμ​(f)=∫∥∇f∥2dμ is Poincare.SmoothTest.energy.

Then Poincare.SmoothTest.Holds μ C holds, namely

Var⁡μ(f)≤C∫∥∇f∥2 dμfor every admissible f.\operatorname{Var}_\mu(f)\le C\int\|\nabla f\|^2\,d\mu \quad\text{for every admissible }f.Varμ​(f)≤C∫∥∇f∥2dμfor every admissible f.

This removes the compact-support restriction on the tests. It does not assume log-concavity or establish the paper's regular-density conditions.

Original Lean declaration header

Within namespace FunctionalInequalities.Poincare.SmoothTest. Shown in its original module context. Proof omitted.

theorem Holds.of_compactSupport {μ : Measure E} [IsProbabilityMeasure μ] {C : ℝ} (hC : 0 ≤ C)
    (h : ∀ f : E → ℝ, Admissible μ f → HasCompactSupport f → variance f μ ≤ C * energy μ f) :
    Holds μ C

Module navigation

Module: Poincare/SmoothTest/WeakLimit.

Definition modules: Poincare/SmoothTest/Basic.

Supporting theorems: Admissible.of_contDiff_hasCompactSupport, tendsto_energy_scaled_mul, tendsto_integral_scaled_mul.

Previous: tendsto_energy_scaled_mul.

Source excerpt, lines 532–534 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Poincare_SmoothTest_WeakLimit

open MeasureTheory ProbabilityTheory Filter Topology
variable {E : Type*} [NormedAddCommGroup E] [InnerProductSpace ℝ E] [CompleteSpace E]
  [MeasurableSpace E] [BorelSpace E]
variable [FiniteDimensional ℝ E]
Formal statement

theorem FunctionalInequalities.Poincare.SmoothTest.Holds.of_compactSupport_readable {μ : Measure E} [IsProbabilityMeasure μ] {C : ℝ} (hC : 0 ≤ C)
    (h : ∀ f : E → ℝ, Admissible μ f → HasCompactSupport f → variance f μ ≤ C * energy μ f) :
    Holds μ C := by sorry
Source
Source: Bizeul–Klartag–Lehec, Presenting a proof of the Kannan–Lovász–Simonovits conjecture (arXiv:2610.05474v1), Section 2, (12), p. 5 (unnumbered). Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Poincare/SmoothTest/WeakLimit.lean#L530-L594 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Poincare.SmoothTest.WeakLimit`, declaration `FunctionalInequalities.Poincare.SmoothTest.Holds.of_compactSupport`; the repository is private at upload time).

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