Yuval Bistritz

Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters

Infinite Gaussian mixture modeling (IGMM) is a modeling method that determines all the parameters of a Gaussian mixture model (GMM), including its order. It has been well documented that it is a consistent estimator for probability density functions in the sense that, given enough training data from…