Description: The package includes the MATLAB code of the One-Pass Multi-View Learning (OPMV). OPMV goes through the training data only once without storing the entire training examples which is effective to tackle the task of learning with large-scale multi-view data.
Reference:
Y. Zhu, W. Gao, and Z.-H. Zhou.
One-pass multi-view learning. In Proceedings of the 7th Asian Conference on Machine Learning (ACML'15), Hong Kong, 2015, JMLR: W&CP 45, pp.407-422.
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.
ATTN2: This package was developed by
Dr. Yue Zhu. For any problem concerning the code, please feel free to contact Dr. Zhu.
Download:
code (5.79MB)