Machine Learning, Clustering, Gaussian Mixture Model.
function to be differentiable, which may not always be the case. Also, it is easy for EM to be parallelized using map-reduce (mappers take care of the E step while reducers deal with the M step). To run SGD on large data, you will likely to be relying on expensive GPUs. To conclude, I just want to