Toolboxes for density-preserving HEM algorithm for simplifying mixture models.
- Files: Python toolbox (compatible with sklearn.mixture.GaussianMixture) and Matlab toolbox
- If you use this code please cite:
Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference.
,
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 41(6):1323-1337, June 2019.