)2 Maximum likelihood on Mixture of Gaussians3 EM for Gaussian Mixtures5 Implementation6 Condition & ... forGaussianMixtures Given a Gaussian models, the goal is to maximize the likelihood function with ... Lagrange multiplier, the objective function becomes, L( From = 0, , Therefore, = (14) Note that = , EM