Skip to content

This repository contains MATLAB codes for CP tensor decompositions that use the more stable QR decomposition for problems with ill-conditioning

License

Notifications You must be signed in to change notification settings

alexz949/CP-ALS-QR

 
 

Repository files navigation

CP-ALS-QR

This repository contains MATLAB codes for CP tensor decompositions that use the more stable QR decomposition for problems with ill-conditioning.

This code accompanies the paper

Rachel Minster, Irina Viviano, Xiaotian Liu, and Grey Ballard. "CP Decomposition for Tensors via Alternating Least Squares with QR Decomposition." Submitted, 2021

Toolbox requirements

This code requires two tensor packages for MATLAB, Tensor Toolbox and Tensorlab.

About

This repository contains MATLAB codes for CP tensor decompositions that use the more stable QR decomposition for problems with ill-conditioning

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • TeX 69.1%
  • MATLAB 25.4%
  • BibTeX Style 5.5%