This repository contains the source code for the Paper:
Precision Matrix based Feature Learning Mechanism for Subspace Clustering Task
Haohan Zou and Alexander Cloninger.
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The toy_example.ipynb is an motivating example on a 3-D linear subspace clustering task.
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The yale_b_dataset_exp.ipynb is an application of proposed feature learning mechanism to the Extend Yale B Dataset.
Feel free to leave any questions in the issues of Github or email the author at hazou@ucsd.edu.
If you found this work useful or interesting for your own research, we would appreciate if you could cite our work:
@inproceedings{
zou2025precision,
title={Precision Matrix based Feature Learning Mechanism for Subspace Clustering Task},
author={Haohan Zou and Alex Cloninger},
booktitle={Topology, Algebra, and Geometry in Data Science},
year={2025},
url={https://openreview.net/forum?id=Ict46MdQEl}
}