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Will Kmeans++'s initialization improve the convergence of Gaussian Mixture Model?

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Dear ML,

I'm pretty new to clustering algorithms. My question is if I initialize mean vector of each Gaussian pdf in GMM following the Kmeans++ method, would there be any advantage and why? Is there any work about this because quickly googling gave me nothing.

Thank you in advance.

submitted by e13000
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