Beta-divergence as a subclass of Bregman divergence
Résumé
In this paper, we present a complete proof that the beta-divergence is a particular case of Bregman divergence. This little-known result makes it possible to straightforwardly apply theorems about Bregman divergences to beta-divergences. This is of interest for numerous applications since these divergences are widely used, for instance in non-negative matrix factorization (NMF).
Origine : Fichiers produits par l'(les) auteur(s)
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