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Strongly Convex Divergences
We consider a sub-class of the f-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or [Formula: see text]-convex divergences. We derive new and old relationships, based on convexity arguments, between popular f-divergences.
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712413/ https://www.ncbi.nlm.nih.gov/pubmed/33287092 http://dx.doi.org/10.3390/e22111327 |
| Sumario: | We consider a sub-class of the f-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or [Formula: see text]-convex divergences. We derive new and old relationships, based on convexity arguments, between popular f-divergences. |
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