Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles

Tom Szwagier, Pierre-Alexandre Mattei, Charles Bouveyron +1

Gaussian mixture models (GMMs) are ubiquitous in statistical learning, particularly for unsupervised problems. While full GMMs suffer from the overparameterization of their covaria…