Michael P. B. Gallaugher

Parsimonious Mixtures of Skewed Bilinear Factor Analyzers

Jacob Moore, Michael P. B. Gallaugher

Mixture models which cluster skewed random matrices can often suffer from over-parameterization in the absence of performing dimension reduction. Even with the use of bilinear factor analyzers, further parameter reduction can be achieved by constraining parameters over clusters.…Read more