Some Applications of Mass Transport to Gaussian-Type Inequalities

Abstract As discovered by Brenier, mapping through a convex gradient gives the optimal transport in ℝn. In the present article, this map is used in the setting of Gaussian-like measures to derive an inequality linking entropy with mass displacement by a straightforward argument. As a consequence, logarithmic Sobolev and transport inequalities are recovered. Finally, a result of Caffarelli on the Brenier map is used to obtain Gaussian correlation inequalities.

[1]  M. Ledoux The geometry of Markov diffusion generators , 1998 .

[2]  C. Villani,et al.  Generalization of an Inequality by Talagrand and Links with the Logarithmic Sobolev Inequality , 2000 .

[3]  L. Gross LOGARITHMIC SOBOLEV INEQUALITIES. , 1975 .

[4]  On the Gaussian measure of the intersection of symmetric, convex sets , 1996, math/9607210.

[5]  Luis A. Caffarelli,et al.  Monotonicity Properties of Optimal Transportation¶and the FKG and Related Inequalities , 2000 .

[6]  F. Otto THE GEOMETRY OF DISSIPATIVE EVOLUTION EQUATIONS: THE POROUS MEDIUM EQUATION , 2001 .

[7]  S. Bobkov An isoperimetric inequality on the discrete cube, and an elementary proof of the isoperimetric inequality in Gauss space , 1997 .

[8]  Gilles Hargé,et al.  A particular case of correlation inequality for the Gaussian measure , 1999 .

[9]  M. Talagrand Transportation cost for Gaussian and other product measures , 1996 .

[10]  R. McCann Existence and uniqueness of monotone measure-preserving maps , 1995 .

[11]  Z. Šidák Rectangular Confidence Regions for the Means of Multivariate Normal Distributions , 1967 .

[12]  M. Ledoux,et al.  Lévy–Gromov’s isoperimetric inequality for an infinite dimensional diffusion generator , 1996 .

[13]  L. Evans Measure theory and fine properties of functions , 1992 .

[14]  R. McCann A Convexity Principle for Interacting Gases , 1997 .

[15]  Elisabeth M. Werner,et al.  A Nonsymmetric Correlation Inequality for Gaussian Measure , 1999 .

[16]  B. Maurey Some deviation inequalities , 1990, math/9201216.

[17]  Y. Brenier Polar Factorization and Monotone Rearrangement of Vector-Valued Functions , 1991 .

[18]  S. Bobkov,et al.  From Brunn-Minkowski to Brascamp-Lieb and to logarithmic Sobolev inequalities , 2000 .

[19]  Gordon Blower,et al.  The Gaussian Isoperimetric Inequality and Transportation , 2003 .