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 …

Unbalanced optimal transport, from theory to numerics

T Séjourné, G Peyré, FX Vialard - Handbook of Numerical Analysis, 2023 - Elsevier
Optimal Transport (OT) has recently emerged as a central tool in data sciences to compare
in a geometrically faithful way point clouds and more generally probability distributions. The …

[图书][B] Quaternion algebras

J Voight - 2021 - library.oapen.org
This open access textbook presents a comprehensive treatment of the arithmetic theory of
quaternion algebras and orders, a subject with applications in diverse areas of mathematics …

[图书][B] Computational topology for data analysis

TK Dey, Y Wang - 2022 - books.google.com
" In this chapter, we introduce some of the very basics that are used throughout the book.
First, we give the definition of a topological space and related notions of open and closed …

Comparing equivalent gravities: common features and differences

S Capozziello, V De Falco, C Ferrara - The European Physical Journal C, 2022 - Springer
We discuss equivalent representations of gravity in the framework of metric-affine
geometries pointing out basic concepts from where these theories stem out. In particular, we …

[图书][B] Sobolev spaces on metric measure spaces

J Heinonen, P Koskela, N Shanmugalingam, JT Tyson - 2015 - books.google.com
Analysis on metric spaces emerged in the 1990s as an independent research field providing
a unified treatment of first-order analysis in diverse and potentially nonsmooth settings …

[图书][B] Lectures on optimal transport

L Ambrosio, E Brué, D Semola - 2021 - Springer
This textbook originated from the teaching experience of the first author at the Scuola
Normale Superiore, where a course on optimal transport and its applications has been given …

Hyperbolic geometry of complex networks

D Krioukov, F Papadopoulos, M Kitsak, A Vahdat… - Physical Review E …, 2010 - APS
We develop a geometric framework to study the structure and function of complex networks.
We assume that hyperbolic geometry underlies these networks, and we show that with this …

[图书][B] Encyclopedia of distances

E Deza, MM Deza, MM Deza, E Deza - 2009 - Springer
Encyclopedia of Distances is the result of re-writing and extending our Dictionary of
Distances published in 2006 (and put online http://www. sciencedirect. com/science/book …

Optimal entropy-transport problems and a new Hellinger–Kantorovich distance between positive measures

M Liero, A Mielke, G Savaré - Inventiones mathematicae, 2018 - Springer
We develop a full theory for the new class of Optimal Entropy-Transport problems between
nonnegative and finite Radon measures in general topological spaces. These problems …