Scaling Gaussian Mixture Models to large datasets

[theneotopia]

Hi Angus, have you ever tried to fit a Gaussian Mixture Model to a large dataset, which all data can not be loaded in memory at once. Is EM algorithm plausible in batch training setting or if there is a way to fit a GMM in gradient descend? Thanks.