Implementation of BatchSVM, introduced in Vural, Volkan, et al. "Using local dependencies within batches to improve large margin classifiers." Journal of machine learning research 10.Feb (2009): 183-206.
Requires MATLAB, optimization toolbox.
If you have used this code please cite the following work:
@article{vural2009using,
title={Using local dependencies within batches to improve large margin classifiers},
author={Vural, Volkan and Fung, Glenn and Krishnapuram, Balaji and Dy, Jennifer G and Rao, Bharat},
journal={Journal of machine learning research},
volume={10},
number={Feb},
pages={183--206},
year={2009}
}