Statistical Optimal Transport Statistical Optimal Transport
Lecture Notes in Mathematics

Statistical Optimal Transport

École d'Été de Probabilités de Saint-Flour XLIX – 2019

Sinho Chewi y otros
    • USD 59.99
    • USD 59.99

Descripción editorial

This monograph aims to offer a concise introduction to optimal transport, quickly transitioning to its applications in statistics and machine learning. It is primarily tailored for students and researchers in these fields, yet it remains accessible to a broader audience of applied mathematicians and computer scientists. Each chapter is complemented with exercises for the reader to test their understanding. As such, this monograph is suitable for a graduate course on the topic of statistical optimal transport.

GÉNERO
Ciencia y naturaleza
PUBLICADO
2025
10 de abril
IDIOMA
EN
Inglés
EXTENSIÓN
274
Páginas
EDITORIAL
Springer Nature Switzerland
VENDEDOR
Springer Nature B.V.
TAMAÑO
38.9
MB
The Principles of Probability The Principles of Probability
2026
Random Simplices Random Simplices
2026
Peripheral Spectra of Perturbed Positive Semigroups Peripheral Spectra of Perturbed Positive Semigroups
2026
Hedgehog Theory Hedgehog Theory
2026
Finite Difference Methods for Fractional Diffusion Equations Finite Difference Methods for Fractional Diffusion Equations
2026
Cartesian Cubical Model Categories Cartesian Cubical Model Categories
2026