Flexible Clustering with a Sparse Mixture of Generalized Hyperbolic Distributions

Alexa A. Sochaniwsky, Michael P. B. Gallaugher, Yang Tang +1

Robust clustering of high-dimensional data is an important topic because clusters in real datasets are often heavy-tailed and/or asymmetric. Traditional approaches to model-based c…