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DAO-CP: Data-Adaptive Online CP decomposition for tensor stream

How can we accurately and efficiently decompose a tensor stream? Tensor decomposition is a crucial task in a wide range of applications and plays a significant role in latent feature extraction and estimation of unobserved entries of data. The problem of efficiently decomposing tensor streams has be...

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Detalles Bibliográficos
Autores principales: Son, Sangjun, Park, Yong-chan, Cho, Minyong, Kang, U.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9009670/
https://www.ncbi.nlm.nih.gov/pubmed/35421202
http://dx.doi.org/10.1371/journal.pone.0267091