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20222026
most citedGeneralised Mutual Information for Discriminative Clustering

2 citations · 2 across the 7 of their papers we have counts for

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stat.ML2023

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…

stat.ML2023

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…