most citedPosterior Regularization on Bayesian Hierarchical Mixture Clustering

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

stat.ML2021★ 1 cited

Posterior Regularization on Bayesian Hierarchical Mixture Clustering

Weipeng Huang, Tin Lok James Ng, Nishma Laitonjam +1

Bayesian hierarchical mixture clustering (BHMC) improves traditionalBayesian hierarchical clustering by replacing conventional Gaussian-to-Gaussian kernels with a Hierarchical Diri…

stat.ML2019

Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach

Weipeng Huang, Nishma Laitonjam, Guangyuan Piao +1

This paper focuses on the problem of hierarchical non-overlapping clustering of a dataset. In such a clustering, each data item is associated with exactly one leaf node and each in…