DeepDPM: Deep Clustering With an Unknown Number of Clusters

Meitar Ronen, Shahaf E. Finder, Oren Freifeld

Deep Learning (DL) has shown great promise in the unsupervised task of clustering. That said, while in classical (i.e., non-deep) clustering the benefits of the nonparametric appro…