This repository contains the MATLAB implementation of the alternating minimization algorithm proposed in the paper Alternating Minimization algorithm for unlabeled sensing and linked linear regression.
DOI: https://doi.org/10.1016/j.sigpro.2025.109927
- For linux systems, replace ' \ ' at the beginning of the the main.m files in the
figures
folder by '/'. - To reproduce any of the results in [1], run the corerresponding file in the
figures
folder. For example, to reproduce Fig. 3(a), run thefig3a.m
file in the folderFig3
. - To reproduce the results on real-datasets in Table 1, please first install CVX.
- The
sarcos
dataset (see Table 1 of Reference) is a large dataset, with a long run-time. The results for that dataset are provided in the MATLAB data filesarcos.mat
[1]. Alternating Minimization algorithm for unlabeled sensing and linked linear regression. URL
[2]. Ahmed Ali Abbasi, Abiy Tasissa, and Shuchin Aeron. R-local unlabeled sensing: A novel graph matching approach for multiview unlabeled sensing under local permutations. IEEE Open Journal of Signal Processing, 2:309–317, 2021. URL
Please email any feedback to the author Ahmed Ali Abbasi at [email protected].