Emmanuel Malherbe

1. Should We Still Pretrain Encoders with Masked Language Modeling?
   2025/07/01 by Hippolyte Gisserot-Boukhlef, Gisserot-Boukhlef, Hippolyte, Nicolas Boizard +13 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
2. Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone
   2025/07/15 by Veronika Shilova, Emmanuel Malherbe, Shilova, Veronika +7 · 2 citations
   Computer Science · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #Textile materials and evaluations
3. OT-FairBoost: Optimal Transport-Guided Gradient Boosting for Fairness Regularization on Tabular Data
   2026/07/30 by Veronika Shilova, Abdoulaye Sakho, Younes Boumoussou +3
   Mathematics · #math.ST #stat.TH