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This paper studies algorithms for efficiently computing Brascamp-Lieb constants, a task that has recently received much interest. In particular, we reduce the computation to a nonlinear matrix-valued iteration, whose convergence we analyze…

Optimization and Control · Mathematics 2024-04-16 Melanie Weber , Suvrit Sra

The Brascamp-Lieb inequality in harmonic analysis was proved by Brascamp and Lieb in the rank one case in 1976, and by Lieb in 1990. It says that in a certain inequality, the optimal constant can be determined by checking the inequality for…

Metric Geometry · Mathematics 2024-12-19 Károly J. Böröczky

The celebrated Brascamp-Lieb (BL) inequalities (and their extensions) are an important mathematical tool, unifying and generalizing numerous inequalities in analysis, convex geometry and information theory. While their structural theory is…

Computational Complexity · Computer Science 2018-04-16 Ankit Garg , Leonid Gurvits , Rafael Oliveira , Avi Wigderson

We establish a nonlinear generalisation of the classical Brascamp-Lieb inequality in the case where the Lebesgue exponents lie in the interior of the finiteness polytope. As a corollary we show that the best constant in Young's convolution…

Classical Analysis and ODEs · Mathematics 2018-01-17 Jonathan Bennett , Neal Bez , Stefan Buschenhenke , Taryn C. Flock

H\"older-Brascamp-Lieb inequalities provide upper bounds for a class of multilinear expressions, in terms of $L^p$ norms of the functions involved. They have been extensively studied for functions defined on Euclidean spaces.…

Classical Analysis and ODEs · Mathematics 2015-10-15 Michael Christ , James Demmel , Nicholas Knight , Thomas Scanlon , Katherine Yelick

We prove that the best constant in the general Brascamp-Lieb inequality is a locally bounded function of the underlying linear transformations. As applications we deduce certain very general Fourier restriction, Kakeya-type, and nonlinear…

Classical Analysis and ODEs · Mathematics 2018-05-23 Jonathan Bennett , Neal Bez , Taryn C. Flock , Sanghyuk Lee

The optimal constants are found for Lebesgue norm multilinear inequalities of Holder-Brascamp-Lieb type for arbitrary discrete Abelian groups. Previously a criterion for finiteness of the constants had been established for finitely…

Classical Analysis and ODEs · Mathematics 2013-08-01 Michael Christ

An inequality of Brascamp and Lieb provides a bound on the covariance of two functions with respect to log-concave measures. The bound estimates the covariance by the product of the $L^2$ norms of the gradients of the functions, where the…

Functional Analysis · Mathematics 2011-10-25 Eric A. Carlen , Dario Cordero-Erausquin , Elliott H. Lieb

By employing the recently obtained sharp stability versions of the Pr\'ekopa--Leindler inequality, we are able to obtain a sharp quantitative stability version for the Brascamp--Lieb inequality, as well as several different results on the…

Functional Analysis · Mathematics 2026-03-04 João Miguel Machado , João P. G. Ramos

We establish an effective upper bound for the Brascamp-Lieb constant associated to a weighted family of linear maps.

Classical Analysis and ODEs · Mathematics 2026-04-10 Timothée Bénard , Weikun He

We consider regularized Brascamp-Lieb inequalities using the theory of optimal transportation, more precisely an anisotropic version of Caffarelli's contraction theorem. Furthermore, we provide a full picture concerning the issues of…

Analysis of PDEs · Mathematics 2026-05-12 Bader Ammari

We propose a new, self-contained, approach to H. Raufi's extension of Prekopa's theorem for matrix-valued log-concave functions. Along the way, new related inequalities are established, in particular a Brascamp-Lieb variance inequality for…

Functional Analysis · Mathematics 2018-01-16 Dario Cordero-Erausquin

We consider the Brascamp--Lieb inequalities concerning multilinear integrals of products of functions in several dimensions. We give a complete treatment of the issues of finiteness of the constant, and of the existence and uniqueness of…

Metric Geometry · Mathematics 2007-05-23 Jonathan Bennett , Anthony Carbery , Michael Christ , Terence Tao

The capacity of completely positive operators and the Brascamp--Lieb constant can both be interpreted in terms of unconstrained geometric programming up to an additional minimisation over a compact group. We shine light on this perspective…

Functional Analysis · Mathematics 2026-04-14 Neal Bez , Anthony Gauvan , Hiroshi Tsuji

Given a probability measure $\mu$ supported on a convex subset $\Omega$ of Euclidean space $(\mathbb{R}^d,g_0)$, we are interested in obtaining Poincar\'e and log-Sobolev type inequalities on $(\Omega,g_0,\mu)$. To this end, we change the…

Functional Analysis · Mathematics 2016-07-01 Alexander V. Kolesnikov , Emanuel Milman

We introduce a unified framework for computing approximately-optimal preconditioners for solving linear and non-linear systems of equations. We demonstrate that the condition number minimization problem, under structured transformations…

Optimization and Control · Mathematics 2025-12-09 M. Levent Doğan , Alperen Ergür , Elias Tsigaridas

We establish a structure theorem for the Brascamp--Lieb constant formulated in the general setting of locally compact abelian groups. This extends and unifies the finiteness characterisations previously known for euclidean spaces and for…

Functional Analysis · Mathematics 2024-12-30 Jonathan Bennett , Michael G. Cowling

We study lower bounds on multilinear operators with Gaussian kernels acting on Lebesgue spaces, with exponents below one. We put forward natural conditions when the optimal constant can be computed by inspecting centered Gaussian functions…

Functional Analysis · Mathematics 2018-05-08 Franck Barthe , Pawel Wolff

Recent progress in multilinear harmonic analysis naturally raises questions about the local behaviour of the best constant (or bound) in the general Brascamp--Lieb inequality as a function of the underlying linear transformations. In this…

Classical Analysis and ODEs · Mathematics 2017-06-07 Jonathan Bennett , Neal Bez , Michael G. Cowling , Taryn C. Flock

Convex optimization is a vibrant and successful area due to the existence of a variety of efficient algorithms that leverage the rich structure provided by convexity. Convexity of a smooth set or a function in a Euclidean space is defined…

Optimization and Control · Mathematics 2018-06-19 Nisheeth K. Vishnoi
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