Importance Reweighting for Biquality Learning. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols (CoRR, 2020)

From Weakly Supervised Learning to Biquality Learning, a brief introduction. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols; Adam Ouorou (CoRR, 2020)

Importance Reweighting for Biquality Learning. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols; Adam Ouorou (IJCNN, 2021)

From Weakly Supervised Learning to Biquality Learning: an Introduction. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols; Adam Ouorou (IJCNN, 2021)

Contrastive Representations for Label Noise Require Fine-Tuning. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols (IAL@PKDD/ECML, 2021)

Repondération Préférentielle pour l'Apprentissage Biqualité. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols (EGC, 2022)

biquality-learn: a Python library for Biquality Learning. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols (CoRR, 2023)

Biquality learning: from weakly supervised learning to distribution shifts. (Apprentissage biqualité: de l'apprentissage faiblement supervisé aux décalages de distribution). - Pierre Nodet (2023)

Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts. - Pierre Nodet; Vincent Lemaire 001; Alexis Bondu; Antoine Cornuéjols (Mach. Learn., 2023)

Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark. - Thomas George; Pierre Nodet; Alexis Bondu; Vincent Lemaire 001 (Trans. Mach. Learn. Res., 2024)

Calibration des modèles d'apprentissage pour l'amélioration des détecteurs automatiques d'exemples mal-étiquetés. - Ilies Chibane; Thomas George; Pierre Nodet; Vincent Lemaire 001 (EGC, 2025)

Frugal AI: Introduction, Concepts, Development and Open Questions. - Ludovic Arga; François Bélorgey; Arnaud Braud; Romain Carbou; Nathalie Charbonniaud; Catherine Colomes; Lionel Delphin-Poulat; David Excoffier; Christel Fauché; Thomas George; Frédéric Guyard; Thomas Hassan; et al. (SIGKDD Explor., 2025)