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Relaxed Gradient Constants Imply Local-Slope Constants

Proved
FunctionalInequalities.Energy.LipschitzGradient.localSlope_holds_of_relaxation_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This theorem transfers a Poincaré constant from the identity-weighted Lipschitz-gradient relaxation to the locally Lipschitz local-slope class.

Let VVV be a finite-dimensional complete real inner-product normed space with its Borel measurable structure and second-countable topology. Let ν\nuν be a probability measure on VVV, let mmm be an additive Haar measure, and assume

  1. ν≪m\nu\ll mν≪m;
  2. ν(∂supp⁡ν)=0\nu(\partial\operatorname{supp}\nu)=0ν(∂suppν)=0;
  3. for C∈[0,∞)C\in[0,\infty)C∈[0,∞) represented by NNReal, the predicate Poincare.L2Energy.Holds ν (relaxation ν m (ν ≪ m)) C holds.

Then

Poincare.LocalSlope.Holds⁡(ν,C).\operatorname{Poincare.LocalSlope.Holds}(\nu,C).Poincare.LocalSlope.Holds(ν,C).

The Lean declaration is localSlope_holds_of_relaxation_readable. The statement is an implication between the named formal predicates and does not claim that any Poincaré inequality holds without the stated hypothesis.

Original Lean declaration header

Within namespace FunctionalInequalities.Energy.LipschitzGradient. Shown in its original module context. Proof omitted.

theorem localSlope_holds_of_relaxation (hac : (ν : Measure V) ≪ m)
    (hfr : (ν : Measure V) (frontier (ν : Measure V).support) = 0) {C : NNReal}
    (h : Poincare.L2Energy.Holds ν (relaxation ν m hac) C) :
    Poincare.LocalSlope.Holds ν C

Module navigation

Module: Poincare/LipschitzGradient/Comparison.

Definition modules: Poincare/LocalSlope/Basic, Poincare/L2/Energy.

Supporting theorems: admissible_iff_memLp_gradient, apply_eq_norm_gradient.

Previous: holds_ofPreEnergy_of_localSlope · Next: constant_eq_lipschitz.

Source excerpt, lines 94–97 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Poincare_LipschitzGradient_Comparison

open MeasureTheory Filter Topology
universe u
variable {V : Type u} [NormedAddCommGroup V] [InnerProductSpace ℝ V] [CompleteSpace V]
  [MeasurableSpace V] [BorelSpace V] [SecondCountableTopology V] [FiniteDimensional ℝ V]
variable (ν : MeasureTheory.ProbabilityMeasure V) (m : MeasureTheory.Measure V) [m.IsAddHaarMeasure]
Formal statement

theorem FunctionalInequalities.Energy.LipschitzGradient.localSlope_holds_of_relaxation_readable (hac : (ν : Measure V) ≪ m)
    (hfr : (ν : Measure V) (frontier (ν : Measure V).support) = 0) {C : NNReal}
    (h : Poincare.L2Energy.Holds ν (relaxation ν m hac) C) :
    Poincare.LocalSlope.Holds ν C := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Poincare/LipschitzGradient/Comparison.lean#L92-L152 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Poincare.LipschitzGradient.Comparison`, declaration `FunctionalInequalities.Energy.LipschitzGradient.localSlope_holds_of_relaxation`; the repository is private at upload time).

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