Maximal fairness. - MaryBeth Defrance; Tijl De Bie (FAccT, 2023)

Fairret: a Flexible Pytorch Library for Fairness. - MaryBeth Defrance; Maarten Buyl; Tijl De Bie (EWAF, 2024)

fairret: a Framework for Differentiable Fairness Regularization Terms. - Maarten Buyl; MaryBeth Defrance; Tijl De Bie (ICLR, 2024)

ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods. - MaryBeth Defrance; Maarten Buyl; Tijl De Bie (NeurIPS, 2024)

Maximal Combinations of Fairness Definitions. - MaryBeth Defrance; Tijl De Bie (J. Artif. Intell. Res., 2025)

Biased Heritage: How Datasets Shape Models in Facial Expression Recognition. - Iris Dominguez-Catena; Daniel Paternain; Mikel Galar; MaryBeth Defrance; Maarten Buyl; Tijl De Bie (CoRR, 2025)

BiMi Sheets: Infosheets for bias mitigation methods. - MaryBeth Defrance; Guillaume Bied; Maarten Buyl; Jefrey Lijffijt; Tijl De Bie (CoRR, 2025)