Computational optimal transport: With applications to data science

G Peyré, M Cuturi - Foundations and Trends® in Machine …, 2019 - nowpublishers.com
Optimal transport (OT) theory can be informally described using the words of the French
mathematician Gaspard Monge (1746–1818): A worker with a shovel in hand has to move a …

Rates of estimation of optimal transport maps using plug-in estimators via barycentric projections

N Deb, P Ghosal, B Sen - Advances in Neural Information …, 2021 - proceedings.neurips.cc
Optimal transport maps between two probability distributions $\mu $ and $\nu $ on $\R^ d $
have found extensive applications in both machine learning and statistics. In practice, these …

Surge pricing and its spatial supply response

O Besbes, F Castro, I Lobel - Management Science, 2021 - pubsonline.informs.org
We consider the pricing problem faced by a revenue-maximizing platform matching price-
sensitive customers to flexible supply units within a geographic area. This can be interpreted …

Convergence of entropic schemes for optimal transport and gradient flows

G Carlier, V Duval, G Peyré, B Schmitzer - SIAM Journal on Mathematical …, 2017 - SIAM
Replacing positivity constraints by an entropy barrier is popular to approximate solutions of
linear programs. In the special case of the optimal transport problem, this technique dates …

Entropic approximation of Wasserstein gradient flows

G Peyré - SIAM Journal on Imaging Sciences, 2015 - SIAM
This article details a novel numerical scheme to approximate gradient flows for optimal
transport (ie, Wasserstein) metrics. These flows have proved useful to tackle theoretically …

Measure solutions for non-local interaction PDEs with two species

M Di Francesco, S Fagioli - Nonlinearity, 2013 - iopscience.iop.org
This paper presents a systematic existence and uniqueness theory of weak measure
solutions for systems of non-local interaction PDEs with two species, which are the PDE …

Discretization of functionals involving the Monge–Ampère operator

JD Benamou, G Carlier, Q Mérigot, E Oudet - Numerische mathematik, 2016 - Springer
Gradient flows in the Wasserstein space have become a powerful tool in the analysis of
diffusion equations, following the seminal work of Jordan, Kinderlehrer and Otto (JKO). The …

The design of the intertemporal trading ratio of carbon quotas

X Qi, Y Han - Journal of Cleaner Production, 2022 - Elsevier
Carbon emission trading achieves both economic and environmental benefits. The
imbalance between quota supply and demand restricts the development of the carbon …

Nash Equilibrium and Stackelberg Approach for Traffic Flow Optimization in Road Transportation Networks—A Case Study of Warsaw

M Oszczypała, J Ziółkowski, J Małachowski, A Lęgas - Applied Sciences, 2023 - mdpi.com
The article discusses the issue of modelling traffic flows and the transport network. Faced
with an increase in the number of vehicles in road networks, the problem of congestion and …

[HTML][HTML] Dealing with moment measures via entropy and optimal transport

F Santambrogio - Journal of Functional Analysis, 2016 - Elsevier
A recent paper by Cordero-Erausquin and Klartag provides a characterization of the
measures μ on R d which can be expressed as the moment measures of suitable convex …