论文标题

强烈凸出差异

Strongly Convex Divergences

论文作者

Melbourne, James

论文摘要

我们认为满足更强的凸属性的$ f $ divergences的子类,我们称之为强烈的凸面或$κ$ -Convex Diverence。我们根据流行的$ f $ divergences之间的基于凸参数的新旧关系。

We consider a sub-class of the $f$-divergences satisfying a stronger convexity property, which we refer to as strongly convex, or $κ$-convex divergences. We derive new and old relationships, based on convexity arguments, between popular $f$-divergences.

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