most citedAdaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models

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Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models

Theodoros Tsiligkaridis, Keith W. Forsythe

We develop a sequential low-complexity inference procedure for Dirichlet process mixtures of Gaussians for online clustering and parameter estimation when the number of clusters ar…