Model Selection and Parameter Estimation of One-Dimensional Gaussian Mixture Models

Xinyu Liu, Hai Zhang

In this paper, we study the problem of learning one-dimensional Gaussian mixture models (GMMs) with a specific focus on estimating both the model order and the mixing distribution…