Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

CANDECOMP/PARAFAC (CP) tensor factorization of incomplete data is a powerful technique for tensor completion through explicitly capturing the multilinear latent factors. The existing CP algorithms require the tensor rank to be manually specified, however, the determination of tensor rank remains a c...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 37(2015), 9 vom: 14. Sept., Seite 1751-63
Auteur principal:	Zhao, Qibin (Auteur)
Autres auteurs:	Zhang, Liqing, Cichocki, Andrzej
Format:	Article en ligne
Langue:	English
Publié:	2015
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article Research Support, Non-U.S. Gov't