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)