Download

Source code available at https://github.com/rserizel/minibatchNMF

Getting Started

A short example is available as at https://github.com/rserizel/minibatchNMF/blob/master/minibatch_BetaNMF_howto.ipynb

Citation

If you are using this source code please consider citing the following paper:

Reference

18. Serizel, S. Essid, and G. Richard. “Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence”. Accepted for publication In Proc. of MLSP, p. 5, 2016.

Bibtex

@inproceedings{serizel2016batch,

title={Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence},

author={Serizel, Romain and Essid, Slim and Richard, Ga{“e}l},

booktitle={IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},

pages={5},

year={2016},

organization={IEEE} }