Statistical Optimal Transport von Sinho Chewi | École d'Été de Probabilités de Saint-Flour XLIX – 2019 | ISBN 9783031851599

Statistical Optimal Transport

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

von Sinho Chewi, Jonathan Niles-Weed und Philippe Rigollet
Mitwirkende
Autor / AutorinSinho Chewi
Autor / AutorinJonathan Niles-Weed
Autor / AutorinPhilippe Rigollet
Buchcover Statistical Optimal Transport | Sinho Chewi | EAN 9783031851599 | ISBN 3-031-85159-5 | ISBN 978-3-031-85159-9

Statistical Optimal Transport

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

von Sinho Chewi, Jonathan Niles-Weed und Philippe Rigollet
Mitwirkende
Autor / AutorinSinho Chewi
Autor / AutorinJonathan Niles-Weed
Autor / AutorinPhilippe Rigollet

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.