Assume that the training examples were generated from a mixture of Gaussian distributions with means and diagonal covariance-matrices diag . Extend the EM algorithm for estimating the -means and derive an algorithm to estimate also the variances of the Gaussians.

Haeusler Stefan 2007-12-03