/Nonnegative-Matrix-Factorization

Primary LanguageMatlab

Nonnegative-Matrix-Factorization

Capped Norm NMF

CNMF.m

Local Centroids NMF

BNMF_manifold.m

Paper

Please cite our paper if you find the code useful for your research.

@inproceedings{gao2015robust,
  title={Robust capped norm nonnegative matrix factorization: Capped norm nmf},
  author={Gao, Hongchang and Nie, Feiping and Cai, Weidong and Huang, Heng},
  booktitle={Proceedings of the 24th ACM International on Conference on Information and Knowledge Management},
  pages={871--880},
  year={2015},
  organization={ACM}
}

@inproceedings{gao2017local,
  title={Local centroids structured non-negative matrix factorization},
  author={Gao, Hongchang and Nie, Feiping and Huang, Heng},
  booktitle={Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017)},
  year={2017}
}