Generalised Mutual Information: a Framework for Discriminative Clustering

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron +4

In the last decade, recent successes in deep clustering majorly involved the Mutual Information (MI) as an unsupervised objective for training neural networks with increasing regul…