Collaborative analysis of multi-gigapixel imaging data using Cytomine. - Raphaël Marée; Loic Rollus; Benjamin Stevens; Renaud Hoyoux; Gilles Louppe; Remy Vandaele; Jean-Michel Begon; Philipp Kainz; Pierre Geurts; Louis Wehenkel (Bioinform., 2016)

Globally Induced Forest: A Prepruning Compression Scheme. - Jean-Michel Begon; Arnaud Joly; Pierre Geurts (ICML, 2017)

Nets Versus Trees for Feature Ranking and Gene Network Inference. - Nicolas Vecoven; Jean-Michel Begon; Antonio Sutera; Pierre Geurts; Vân Anh Huynh-Thu (DS, 2020)

Sample-Free White-Box Out-of-Distribution Detection for Deep Learning. - Jean-Michel Begon; Pierre Geurts (CVPR Workshops, 2021)

Supervised machine learning under constraints. - Jean-Michel Begon (2021)

Distillation from heterogeneous unlabeled collections. - Jean-Michel Begon; Pierre Geurts (CoRR, 2022)