Robust and Fast Measure of Information via Low-rank Representation
This repository contains the code used for the results reported in the paper Robust and Fast Measure of Information via Low-rank Representation (AAAI 2023).
Technical appendix can be found here.
Requirements
- Qt 5.x
- Visual Studio 2019
- Python 3.x
Reproducing
To rerun the feature selection process, build the VS project and run it.
To reproduce the results in the paper:
Discrete datasets:
python3 feature/knn.py
Continuous datasets:
python3 feature/svm.py
Cite
@inproceedings{dong2023robust,
title={Robust and Fast Measure of Information via Low-rank Representation},
author={Dong, Yuxin and Gong, Tieliang and Yu, Shujian and Chen, Hong and Li, Chen},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
year={2023}
}