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Correntropy Based Matrix Completion

This paper studies the matrix completion problems when the entries are contaminated by non-Gaussian noise or outliers. The proposed approach employs a nonconvex loss function induced by the maximum correntropy criterion. With the help of this loss function, we develop a rank constrained, as well as...

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Detalles Bibliográficos
Autores principales: Yang, Yuning, Feng, Yunlong, Suykens, Johan A. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512687/
https://www.ncbi.nlm.nih.gov/pubmed/33265262
http://dx.doi.org/10.3390/e20030171