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We prove quantitative bounds on the stability of optimal transport maps and Kantorovich potentials from a fixed source measure $\rho$ under variations of the target measure $\mu$, when the cost function is the squared Riemannian distance on…

度量几何 · 数学 2025-05-06 Jun Kitagawa , Cyril Letrouit , Quentin Mérigot

We consider a Kantorovich potential associated to an optimal transportation problem between measures that are not necessarily absolutely continuous with respect to the Lebesgue measure, but are comparable to the Lebesgue measure when…

偏微分方程分析 · 数学 2023-08-22 Pierre-Emmanuel Jabin , Antoine Mellet

The scope of this note is to make a self-contained survey of the recent developments and achievements of the theory of L1-Optimal Transportation on metric measure spaces. Among the results proved in the recent papers [20, 21] where the…

度量几何 · 数学 2018-09-14 Fabio Cavalletti

We consider probability measures on $\mathbb{R}^{\infty}$ and study optimal transportation mappings for the case of infinite Kantorovich distance. Our examples include 1) quasi-product measures, 2) measures with certain symmetric…

泛函分析 · 数学 2017-10-18 Alexander V. Kolesnikov , Danila A. Zaev

We use a Korevaar-style maximum principle approach to show the following: Fixing a $C^{2}$ bound on the log densities of a set of smooth measures, there is a quantifiably-sized Wasserstein neighborhood over which all pairs of such measures…

偏微分方程分析 · 数学 2025-07-15 Micah Warren

In this essay, we discuss the notion of optimal transport on geodesic measure spaces and the associated (2-)Wasserstein distance. We then examine displacement convexity of the entropy functional on the space of probability measures. In…

度量几何 · 数学 2012-04-17 Otis Chodosh

We suggest a new way of defining optimal transport of positive-semidefinite matrix-valued measures. It is inspired by a recent rendering of the incompressible Euler equations and related conservative systems as concave maximization…

最优化与控制 · 数学 2019-07-16 Yann Brenier , Dmitry Vorotnikov

We give an alternative proof for the fact that in $n$-dimensional Alexandrov spaces with curvature bounded below there exists a unique optimal transport plan from any purely $(n-1)$-unrectifiable starting measure, and that this plan is…

度量几何 · 数学 2018-04-04 Tapio Rajala , Timo Schultz

We survey work of Lott-Villani and Sturm on lower Ricci curvature bounds for metric-measure spaces.

微分几何 · 数学 2007-07-31 John Lott

We develop and study a theory of optimal transport for vector measures. We resolve in the negative a conjecture of Klartag, that given a vector measure on Euclidean space with total mass zero, the mass of any transport set is again zero. We…

泛函分析 · 数学 2021-08-17 Krzysztof J. Ciosmak

This is the lecture notes on the interplay between optimal transport and Riemannian geometry. On a Riemannian manifold, the convexity of entropy along optimal transport in the space of probability measures characterizes lower bounds of the…

经典分析与常微分方程 · 数学 2010-09-20 Shin-Ichi Ohta

We study optimal transportation with the quadratic cost function in geodesic metric spaces satisfying suitable non-branching assumptions. We introduce and study the notions of slope along curves and along geodesics and we apply the latter…

度量几何 · 数学 2011-11-23 Luigi Ambrosio , Tapio Rajala

We establish several quantitative stability estimates for optimal transport maps between non-degenerate densities on uniformly convex domains for the quadratic cost. Under H\"older regularity assumptions, we prove Lipschitz $L^2$…

偏微分方程分析 · 数学 2026-05-26 F. -U. Caja-Lopez , Matias G. Delgadino , Jun Kitagawa

This work investigates several aspects related to quantitative stability in optimal transport, as well as uniqueness of the dual transport problem. Our main contributions are as follows. Chapter 1: Observations regarding the quantitative…

泛函分析 · 数学 2025-10-22 William Ford

In this article we study Figalli and Gigli's formulation of optimal transport between non-negative Radon measures in the setting of metric pairs. We carry over classical characterisations of optimal plans to this setting and prove that the…

度量几何 · 数学 2025-03-13 Mauricio Che

By using optimal transport theory, we establish a sharp Alexandroff--Bakelman--Pucci (ABP) type estimate on metric measure spaces with synthetic Riemannian Ricci curvature lower bounds, and prove some geometric and functional inequalities…

度量几何 · 数学 2024-08-21 Bang-Xian Han

In this paper we show that we can use Markov kernels as a model for optimal transport. This new framework can be easily translated into the standard coupling formulation of optimal transport, and we show that we can use a coupling as a…

概率论 · 数学 2022-10-11 James G Ronan

We study optimal transport between probability measures supported on the same finite metric space, where the ground cost is a distance induced by a weighted connected graph. Building on recent work showing that the resulting Kantorovich…

最优化与控制 · 数学 2026-01-14 Jérémie Bigot , Luis Fredes

Let $(X,d,m)$ be a proper, non-branching, metric measure space. We show existence and uniqueness of optimal transport maps for cost written as non-decreasing and strictly convex functions of the distance, provided $(X,d,m)$ satisfies a new…

度量几何 · 数学 2014-08-05 Fabio Cavalletti , Martin Huesmann

In this paper, we want to establish some general results in the Lorentzian optimal transport theory that have well-known Riemannian counterparts. As a first result, we will provide non-trivial assumptions on the measures to ensure strong…

最优化与控制 · 数学 2026-01-15 Alec Metsch
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