Differentiable Deep Clustering with Cluster Size Constraints

Aude Genevay, Gabriel Dulac-Arnold, Jean-Philippe Vert

Clustering is a fundamental unsupervised learning approach. Many clustering algorithms -- such as $k$-means -- rely on the euclidean distance as a similarity measure, which is ofte…