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Import context: KLS/CEK/MomentRegularity/WeakHessian

Definition
KLSModular_FunctionalInequalities_KLS_CEK_MomentRegularity_WeakHessian

by Lazyfill · Oct 25, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitiesimport-contextklskls-conjecturekls-modularlog-concavemodule-context

This bundle retains the import context of the source module FunctionalInequalities.KLS.CEK.MomentRegularity.WeakHessian in the modular KLS dependency graph. It adds no new mathematical declarations. Substantive statements and proofs are represented by separate theorem nodes.

Its direct project prerequisite modules are FunctionalInequalities.Analysis.BakryEmery.HessianOperator, FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.InverseHessian.Weak, FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.LipschitzHessian, FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.WeakHessianEvolution, FunctionalInequalities.Analysis.BakryEmery.WeakHessian, FunctionalInequalities.Analysis.Graph.Area, FunctionalInequalities.Analysis.WeakDerivative.Basic, FunctionalInequalities.Analysis.WeakDerivative.Calculus, FunctionalInequalities.KLS.Isotropic, FunctionalInequalities.Probability.Stein.HessianKernel, and FunctionalInequalities.KLS.CEK.MomentRegularity.WeakDerivative.

Original module imports

import FunctionalInequalities.Analysis.BakryEmery.HessianOperator
import FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.InverseHessian.Weak
import FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.LipschitzHessian
import FunctionalInequalities.Analysis.BakryEmery.IntegrationByParts.WeakHessianEvolution
import FunctionalInequalities.Analysis.BakryEmery.WeakHessian
import FunctionalInequalities.Analysis.Graph.Area
import FunctionalInequalities.Analysis.WeakDerivative.Basic
import FunctionalInequalities.Analysis.WeakDerivative.Calculus
import FunctionalInequalities.KLS.Isotropic
import FunctionalInequalities.Probability.Stein.HessianKernel
import FunctionalInequalities.KLS.CEK.MomentRegularity.WeakDerivative

Module navigation

Direct project imports: Analysis/BakryEmery/HessianOperator, Analysis/BakryEmery/IntegrationByParts/InverseHessian/Weak, Analysis/BakryEmery/IntegrationByParts/LipschitzHessian, Analysis/BakryEmery/IntegrationByParts/WeakHessianEvolution, Analysis/BakryEmery/WeakHessian, Analysis/Graph/Area, Analysis/WeakDerivative/Basic, Analysis/WeakDerivative/Calculus, KLS/Isotropic, Probability/Stein/HessianKernel, KLS/CEK/MomentRegularity/WeakDerivative.

Theorems in source order:

  • exists_regular_moment_weak_inverse_mean_hessian
  • exists_regular_moment_weak_hessian_evolution
  • exists_regular_moment_bounded_weak_hessian_testing

Project result: The KLS conjecture.

Original module · FunctionalInequalities.KLS.CEK.MomentRegularity.WeakHessian · Frozen source 408915f.

Definition code
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_HessianOperator
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_IntegrationByParts_InverseHessian_Weak
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_IntegrationByParts_LipschitzHessian
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_IntegrationByParts_WeakHessianEvolution
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_BakryEmery_WeakHessian
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Graph_Area
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_WeakDerivative_Basic
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_WeakDerivative_Calculus
import Definitions.Def_KLSModular_FunctionalInequalities_KLS_Isotropic
import Definitions.Def_KLSModular_FunctionalInequalities_Probability_Stein_HessianKernel
import Definitions.Def_KLSModular_FunctionalInequalities_KLS_CEK_MomentRegularity_WeakDerivative

Source
Frozen KLS source: https://github.com/human-ai-mathematics/kls-lean/blob/408915fd28eb892a7093fa5df6f6c2699e9de144/formalization/FunctionalInequalities/KLS/CEK/MomentRegularity/WeakHessian.lean#L1-L842 (commit 408915fd28eb892a7093fa5df6f6c2699e9de144, module `FunctionalInequalities.KLS.CEK.MomentRegularity.WeakHessian`, import-context bundle `KLSModular_FunctionalInequalities_KLS_CEK_MomentRegularity_WeakHessian`). The line range identifies the complete original source module; this bundle preserves only its direct import context.

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