output
20182023
most citedThe bromodomain-containing protein Ibd1 links multiple chromatin related protein complexes to highly expressed genes in Tetrahymena thermophila

32 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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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…

stat.ML2022★ 2 cited

Generalised Mutual Information 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…