Detection and Feature Selection in Sparse Mixture Models

Nicolas Verzelen, Ery Arias-Castro

We consider Gaussian mixture models in high dimensions and concentrate on the twin tasks of detection and feature selection. Under sparsity assumptions on the difference in means,…