2023
Information theoretic clustering via divergence maximization among clusters
UAI 2023poster
Information-theoretic clustering is one of the most promising and principled approaches to finding clusters with minimal apriori assumptions. The key criterion therein is to maximize the mutual information between the data points and their cluster labels. Such an approach, however, does not explicit…