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Description: The package includes the MATLAB code of SAFEW which towards learning a safe prediction with weak supervisd data.

[1]Lan-Zhe Guo Yu-Feng Li. A General Formulation for Safely Exploiting Weak Supervised Data In: The 32nd AAAI Conference on Artificial Intelligence (AAAI'18), New Orleans 2018.

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, and need liblinear, libsvm, cvx package.

ATTN2: This package was developed by Mr. Lan-Zhe Guo ( any problem concerning the code, please feel free to contact Mr. Guo.

Download: code (47KB) (version November 17, 2017)
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