This package is an implementation of the of the paper Non-Uniform Subset Selection for Active Learning in Structured Data, by Sujoy Paul, Jawad Bappy and Amit K Roy-Chowdhury and published at CVPR 2017.

This package uses or depends on the the following package:

1. Submodular Function Optimization (Used after some modification)
2. LibSVM (Used unmodified)
3. Undirected Graphical Model (Used unmodified)

All these packages are included in this package.

This package contains a sample dataset cora.mat which is a processed version of the CORA dataset

Please run the main.m code in order to get results on the cora.mat dataset.

Please cite the following work if you use this package.

@inproceedings{paul2017non,
  title={Non-uniform subset selection for active learning in structured data},
  author={Paul, Sujoy and Bappy, Jawadul H and Roy-Chowdhury, Amit K},
  booktitle={2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  pages={830--839},
  year={2017},
  organization={IEEE}
}

Please contact the first author of the associated paper - Sujoy Paul ([email protected]) for any further queries.