Statistical Optimal Transport

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

von Sinho Chewi, Jonathan Niles-Weed, Philippe Rigollet

260 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Mathematics
• Themen: Mathematik und Naturwissenschaften Mathematik Wahrscheinlichkeitsrechnung und Statistik
• ISBN: 9783031851599
• Sprache: Englisch
• Erscheinungsdatum: 11.04.2025
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing