Description: This package includes the MATLAB codes of a large margin separation method LEAD for safe graph-based semi-supervised learning, which towards making inappropriate graphs never deteriorate the performance. A demo program is included in the package.
References:
Yu-Feng Li, Shao-Bo Wang and Zhi-Hua Zhou. Graph Quality Judgement: A Large Margin Expedition. In: Proceedings of the 25th International Joint Confernece on Artificial Intelligence (IJCAI'16), New York, NY, 2016.
ATTN: This package is free for academic usage. You can run it at your own risk. For other purposes, please contact
Prof. Zhi-Hua Zhou.
Requirement: The package was developed with MATLAB(R2015b).
ATTN2: This package was developed by
Mr. Shao-Bo Wang. For any problem concerning the code, please feel free to contact Mr. Wang.
Download: [
code] (614.9KB)