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Directional statistics deal with direction, such as angles and phases. A well-known distribution in directional statistics is von Mises-Fisher (vMF) distribution, which is Gaussian distribution on a unit hypersphere. For a vMF mixture model, a maximum likelihood estimator and a variational Bayes estimator have already been derived. However, an iterative(More)
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