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Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

In this paper, we extend and overview wide families of Alpha-, Beta- and Gamma-divergences and discuss their fundamental properties. In literature usually only one single asymmetric (Alpha, Beta or Gamma) divergence is considered. We show in this paper that there exist families of such divergences w...

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Main Authors: Andrzej Cichocki, Shun-ichi Amari
格式: Artigo
語言:Inglês
出版: MDPI AG 2010-06-01
叢編:Entropy
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在線閱讀:http://www.mdpi.com/1099-4300/12/6/1532/
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