[图书][B] Optimal transport: old and new

C Villani - 2009 - Springer
At the close of the 1980s, the independent contributions of Yann Brenier, Mike Cullen and
John Mather launched a revolution in the venerable field of optimal transport founded by G …

Gromov–Wasserstein distances and the metric approach to object matching

F Mémoli - Foundations of computational mathematics, 2011 - Springer
This paper discusses certain modifications of the ideas concerning the Gromov–Hausdorff
distance which have the goal of modeling and tackling the practical problems of object …

Optimal mass transport for registration and warping

S Haker, L Zhu, A Tannenbaum, S Angenent - International Journal of …, 2004 - Springer
Image registration is the process of establishing a common geometric reference frame
between two or more image data sets possibly taken at different times. In this paper we …

Inference for empirical Wasserstein distances on finite spaces

M Sommerfeld, A Munk - Journal of the Royal Statistical Society …, 2018 - academic.oup.com
The Wasserstein distance is an attractive tool for data analysis but statistical inference is
hindered by the lack of distributional limits. To overcome this obstacle, for probability …

Contractions in the 2-Wasserstein length space and thermalization of granular media

JA Carrillo, RJ McCann, C Villani - Archive for Rational Mechanics and …, 2006 - Springer
An algebraic decay rate is derived which bounds the time required for velocities to
equilibrate in a spatially homogeneous flow-through model representing the continuum limit …

Hedonic price equilibria, stable matching, and optimal transport: equivalence, topology, and uniqueness

PA Chiappori, RJ McCann, LP Nesheim - Economic Theory, 2010 - Springer
Hedonic pricing with quasi-linear preferences is shown to be equivalent to stable matching
with transferable utilities and a participation constraint, and to an optimal transportation …

Multitarget miss distance via optimal assignment

JR Hoffman, RPS Mahler - IEEE Transactions on Systems, Man …, 2004 - ieeexplore.ieee.org
The concept of miss distance-Euclidean, Mahalanobis, etc.-is a fundamental, far-reaching,
and taken-for-granted element of the engineering theory and practice of single-target …

Free boundaries in optimal transport and Monge-Ampere obstacle problems

LA Caffarelli, RJ McCann - Annals of mathematics, 2010 - JSTOR
Given compactly supported 0≤ f, g∈ L¹ (ℝ n), the problem of transporting a fraction m≤
min∥ f∥ L 1,∥ g∥ L 1 of the mass of f onto g as cheaply as possible is considered, where …

On the regularity of solutions of optimal transportation problems

G Loeper - 2009 - projecteuclid.org
We give a necessary and sufficient condition on the cost function so that the map solution of
Monge's optimal transportation problem is continuous for arbitrary smooth positive data. This …

A survey on optimal transport for machine learning: Theory and applications

LC Torres, LM Pereira, MH Amini - arXiv preprint arXiv:2106.01963, 2021 - arxiv.org
Optimal Transport (OT) theory has seen an increasing amount of attention from the computer
science community due to its potency and relevance in modeling and machine learning. It …