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...

Полное описание

Библиографические подробности
Главные авторы: Christos Psarras, Lars Karlsson, Rasmus Bro, Paolo Bientinesi
Формат: Статья
Язык:English
Опубликовано: Frontiers Media S.A. 2022-04-01
Серии:Frontiers in Applied Mathematics and Statistics
Предметы:
Online-ссылка:https://www.frontiersin.org/articles/10.3389/fams.2022.830270/full