Strongly Convex Divergences
We consider a sub-class of the <i>f</i>-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or <inline-formula><math display="inline"><semantics><mi>κ</mi></semantics></math></inline-formula>...
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| Format: | Article |
| Language: | English |
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MDPI AG
2020-11-01
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| Series: | Entropy |
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| Online Access: | https://www.mdpi.com/1099-4300/22/11/1327 |
| Summary: | We consider a sub-class of the <i>f</i>-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or <inline-formula><math display="inline"><semantics><mi>κ</mi></semantics></math></inline-formula>-convex divergences. We derive new and old relationships, based on convexity arguments, between popular <i>f</i>-divergences. |
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| ISSN: | 1099-4300 |