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ExML

Description: The package includes the MATLAB codes of the ExML [1] method, which aims to identify unknown unknowns by exploring the potentially available features in the environments.

Reference:
[1] Peng Zhao, Yu-Jie Zhang, and Zhi-Hua Zhou. Exploratory Machine Learning with Unknown Unknowns. In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI'21), online, 2021.

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.

ATTN2: This package was developed by Peng Zhao and Yu-Jie Zhang. For any problem concerning the code, please feel free to contact Mr. Zhao or Mr. Zhang.

Requirement: The package was developed with MATLAB.

Download: [code] (21.5MB)
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