This MATLAB package includes the implementation of the algorithm proposed in the paper [1].
Compile the C-mex file in MATLAB by typing mex coordinate_descent_Laplacian_Asilomar.c -lmwblas
run asilomar_2019_demo.m
[1]Pavez, Eduardo, and Antonio Ortega. "An Efficient Algorithm for Graph Laplacian Optimization Based on Effective Resistances." 2019 53rd Asilomar Conference on Signals, Systems, and Computers. IEEE, 2019.
@inproceedings{pavez2019efficient,
title={An efficient algorithm for graph Laplacian optimization based on effective resistances},
author={Pavez, Eduardo and Ortega, Antonio},
booktitle={2019 53rd Asilomar Conference on Signals, Systems, and Computers},
pages={51--55},
year={2019},
organization={IEEE}
}