Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding

Yigit Ugur, George Arvanitakis, Abdellatif Zaidi

In this paper, we develop an unsupervised generative clustering framework that combines the Variational Information Bottleneck and the Gaussian Mixture Model. Specifically, in our…