An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization

10 Jun 2017Reshad HosseiniSuvrit Sra

We consider maximum likelihood estimation for Gaussian Mixture Models (Gmms). This task is almost invariably solved (in theory and practice) via the Expectation Maximization (EM) algorithm... (read more)

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