Model Selection and Parameter Estimation of Multi-dimensional Gaussian Mixture Model

Xinyu Liu, Hai Zhang

In this paper, we study the problem of learning multi-dimensional Gaussian Mixture Models (GMMs), with a specific focus on model order selection and efficient mixing distribution e…