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Posterior Regularization on Bayesian Hierarchical Mixture Clustering
Bayesian hierarchical mixture clustering (BHMC) improves traditionalBayesian hierarchical clustering by replacing conventional Gaussian-to-Gaussian kernels with a Hierarchical Dirichlet Process Mixture Model(HDPMM) for parent-to-child diffusion in the generative process.
Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach
This paper focuses on the problem of hierarchical non-overlapping clustering of a dataset.
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