Statistical Optimal Transport

Sinho Chewi • Jonathan Niles-Weed • Philippe Rigollet

Pocket

1549:-

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260 sidor
2025

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.

Författare: Sinho Chewi, Jonathan Niles-Weed, Philippe Rigollet
Format: Pocket/Paperback
ISBN: 9783031851599
Språk: Engelska
Antal sidor: 260
Utgivningsdatum: 2025-05-06
Förlag: Springer International Publishing AG