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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| 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 |