Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition

Accelerating Jackknife Resampling for the Canonical Polyadic Decomposition

The Canonical Polyadic (CP) tensor decomposition is frequently used as a model in applications in a variety of different fields. Using jackknife resampling to estimate parameter uncertainties is often desirable but results in an increase of the already high computational cost. Upon observation that...

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Detalles Bibliográficos
Autores principales: Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Formato: Artículo
Lenguaje:English
Publicado: Frontiers Media S.A. 2022-04-01
Colección:Frontiers in Applied Mathematics and Statistics
Materias:
jackknife
Tensors
decomposition
CP
ALS
Canonical Polyadic Decomposition
Acceso en línea:https://www.frontiersin.org/articles/10.3389/fams.2022.830270/full

Internet

https://www.frontiersin.org/articles/10.3389/fams.2022.830270/full

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