/CP-ALS-QR

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

Primary LanguageMATLABMIT LicenseMIT

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.