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...

Full description

Bibliographic Details
Main Authors: Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2022.830270/full