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...
| मुख्य लेखकों: | , , |
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| स्वरूप: | लेख |
| भाषा: | English |
| प्रकाशित: |
MDPI AG
2022-02-01
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| श्रृंखला: | Entropy |
| विषय: | |
| ऑनलाइन पहुंच: | https://www.mdpi.com/1099-4300/24/2/306 |