Generalizations of Talagrand Inequality for Sinkhorn Distance Using Entropy Power Inequality †

The distance that compares the difference between two probability distributions plays a fundamental role in statistics and machine learning. Optimal transport (OT) theory provides a theoretical framework to study such distances. Recent advances in OT theory include a generalization of classical OT w...

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Detalles Bibliográficos
Autores principales: Wang, Shuchan, Stavrou, Photios A., Skoglund, Mikael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871052/
https://www.ncbi.nlm.nih.gov/pubmed/35205600
http://dx.doi.org/10.3390/e24020306

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871052/
https://www.ncbi.nlm.nih.gov/pubmed/35205600
http://dx.doi.org/10.3390/e24020306

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