Model-based co-clustering for mixed type data. - Margot Selosse; Julien Jacques; Christophe Biernacki (Comput. Stat. Data Anal., 2020)

Textual data summarization using the Self-Organized Co-Clustering model. - Margot Selosse; Julien Jacques; Christophe Biernacki (Pattern Recognit., 2020)

ordinalClust: An R Package to Analyze Ordinal Data. - Margot Selosse; Julien Jacques; Christophe Biernacki (R J., 2020)

Introducing parsimony to analyse complex data with model-based clustering. (Parcimonie dans les modèles probabilistes pour l'analyse de données complexes). - Margot Selosse (2020)

GraphiT: Encoding Graph Structure in Transformers. - Grégoire Mialon; Dexiong Chen; Margot Selosse; Julien Mairal (CoRR, 2021)

Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers. - Romain Menegaux; Emmanuel Jehanno; Margot Selosse; Julien Mairal (Trans. Mach. Learn. Res., 2023)