Reducing Unintended Bias of ML Models on Tabular and Textual Data. - Guilherme Alves 001; Maxime Amblard; Fabien Bernier; Miguel Couceiro; Amedeo Napoli (DSAA, 2021)

Survey on Fairness Notions and Related Tensions. - Guilherme Alves 001; Fabien Bernier; Miguel Couceiro; Karima Makhlouf; Catuscia Palamidessi; Sami Zhioua (CoRR, 2022)

SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models. - Fabien Bernier; Jun Cao; Maxime Cordy; Salah Ghamizi (CoRR, 2025)

Constraint-Guided Prediction Refinement via Deterministic Diffusion Trajectories. - Pantelis Dogoulis; Fabien Bernier; Félix Fourreau; Karim Tit; Maxime Cordy (CoRR, 2025)

Leveraging External Factors in Household-Level Electrical Consumption Forecasting using Hypernetworks. - Fabien Bernier; Maxime Cordy; Yves Le Traon (CoRR, 2025)