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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Frontiers Media S.A. 2022-04-01
Cyfres:Frontiers in Applied Mathematics and Statistics
Pynciau:
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fams.2022.830270/full