Adaptive Seeding for Gaussian Mixture Models

Johannes Blömer, Kathrin Bujna

We present new initialization methods for the expectation-maximization algorithm for multivariate Gaussian mixture models. Our methods are adaptions of the well-known $K$-means++ i…