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math.ST2017

Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture

Bowei Yan, Mingzhang Yin, Purnamrita Sarkar

In this paper, we study convergence properties of the gradient Expectation-Maximization algorithm \cite{lange1995gradient} for Gaussian Mixture Models for general number of cluster…