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On a Generalization of the Jensen–Shannon Divergence and the Jensen–Shannon Centroid

The Jensen–Shannon divergence is a renown bounded symmetrization of the Kullback–Leibler divergence which does not require probability densities to have matching supports. In this paper, we introduce a vector-skew generalization of the scalar [Formula: see text]-Jensen–Bregman divergences and derive...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Entropy (Basel)
Prif Awdur: Nielsen, Frank
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516653/
https://ncbi.nlm.nih.gov/pubmed/33285995
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22020221
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