Clustering a Mixture of Gaussians with Unknown Covariance

Damek Davis, Mateo Díaz, Kaizheng Wang

We investigate a clustering problem with data from a mixture of Gaussians that share a common but unknown, and potentially ill-conditioned, covariance matrix. We start by consideri…