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On p-Brunn-Minkowski and Brascamp-Lieb inequalities

Alexander V. Kolesnikov, Galyna Livshyts, Liran Rotem

TL;DR

The paper builds a comprehensive bridge between strong Brascamp–Lieb inequalities for symmetric log-concave measures with $\alpha$-homogeneous potentials and local $p$-Brunn–Minkowski inequalities for level sets of the associated radial function. It develops a dual framework on the sphere, converts BL bounds to dual BL-type inequalities via Legendre transforms, and derives explicit spectral-gap constants that yield local $p$-BM results, including local log-BM for $L^q$ balls in all dimensions. By exploiting Bochner formulas and decomposition into parity components, it establishes pinching estimates and unconditional-bodies criteria, leading to concrete BM constants and Gaussian-characterization results. The work further unifies these inequalities with a Hessian-geometry view and revisits Blaschke–Santaló-type inequalities, showing that BL-type inequalities imply local BM forms and that, in Gaussian (2-homogeneous) cases, the level sets must be ellipsoids. Overall, the results advance a spectral-geometry approach to convex-geometric inequalities with broad implications for analysis on Hessian manifolds and optimal transport.

Abstract

We show that a strong version of the Brascamp--Lieb inequality for symmetric log-concave measure with $α$-homogeneous potential $V$ is equivalent to a $p$-Brunn--Minkowski inequality for level sets of $V$ with some $p(α,n)<0$. We establish links between several inequalities of this type on the sphere and the Euclidean space. Exploiting these observations, we prove new sufficient conditions for symmetric $p$-Brunn--Minkowski inequality with $p<1$. In particular, we prove the local log-Brunn--Minkowski for $L_q$-balls for all $q\geq 1$ in all dimensions, which was previously known only for $q\geq 2$.

On p-Brunn-Minkowski and Brascamp-Lieb inequalities

TL;DR

The paper builds a comprehensive bridge between strong Brascamp–Lieb inequalities for symmetric log-concave measures with -homogeneous potentials and local -Brunn–Minkowski inequalities for level sets of the associated radial function. It develops a dual framework on the sphere, converts BL bounds to dual BL-type inequalities via Legendre transforms, and derives explicit spectral-gap constants that yield local -BM results, including local log-BM for balls in all dimensions. By exploiting Bochner formulas and decomposition into parity components, it establishes pinching estimates and unconditional-bodies criteria, leading to concrete BM constants and Gaussian-characterization results. The work further unifies these inequalities with a Hessian-geometry view and revisits Blaschke–Santaló-type inequalities, showing that BL-type inequalities imply local BM forms and that, in Gaussian (2-homogeneous) cases, the level sets must be ellipsoids. Overall, the results advance a spectral-geometry approach to convex-geometric inequalities with broad implications for analysis on Hessian manifolds and optimal transport.

Abstract

We show that a strong version of the Brascamp--Lieb inequality for symmetric log-concave measure with -homogeneous potential is equivalent to a -Brunn--Minkowski inequality for level sets of with some . We establish links between several inequalities of this type on the sphere and the Euclidean space. Exploiting these observations, we prove new sufficient conditions for symmetric -Brunn--Minkowski inequality with . In particular, we prove the local log-Brunn--Minkowski for -balls for all in all dimensions, which was previously known only for .

Paper Structure

This paper contains 8 sections, 30 theorems, 221 equations.

Key Result

Theorem 1.4

Let $\Phi$ be a strictly convex, even, $\alpha$-homogeneous potential: where $\alpha >1$, $\varphi = \frac{x}{|x|} \in \mathbb{S}^{n-1}$. Consider probability measures on $\mathbb{R}^n$ and $\mathbb{S}^{n-1}$ accordingly. In particular, (calpha) holds with $C_{\alpha} = 1 - \frac{1}{\alpha}$ if and only if (cnu) holds with $C_{\nu} = \frac{1}{n} \Bigl( 1 - \frac{1}{\alpha} \Bigr)$.

Theorems & Definitions (55)

  • Remark 1.1
  • Definition 1.2
  • Remark 1.3
  • Theorem 1.4
  • Corollary 1.5
  • Corollary 1.6
  • Remark 1.7
  • Example 1.8
  • Theorem 1.9
  • Theorem 1.10
  • ...and 45 more