Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron +3

Feature selection in clustering is a hard task which involves simultaneously the discovery of relevant clusters as well as relevant variables with respect to these clusters. While…