George Arvanitakis

Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding

2020 · Entropy

In this paper, we develop an unsupervised generative clustering framework that combines the variational information bottleneck and the Gaussian mixture model. Specifically, in our approach, we use the variational information bottleneck method and model the …