Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters

Collin Leiber, Niklas Strauß, Matthias Schubert +1

Finding meaningful groups, i.e., clusters, in high-dimensional data such as images or texts without labeled data at hand is an important challenge in data mining. In recent years,…