Information-Maximization Clustering based on Squared-Loss Mutual Information

Masashi Sugiyama, Makoto Yamada, Manabu Kimura +1

Information-maximization clustering learns a probabilistic classifier in an unsupervised manner so that mutual information between feature vectors and cluster assignments is maximi…