MaryBeth Defrance

11 papers A* 2Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ABCFair: an Adaptable Benchmark approach for Comparing Fairness methods. EWAF MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2025	J	`jnl`	BiMi Sheets: Infosheets for bias mitigation methods. CoRR MaryBeth Defrance, Guillaume Bied, Maarten Buyl, Jefrey Lijffijt, Tijl De Bie
2025	J	`jnl`	Biased Heritage: How Datasets Shape Models in Facial Expression Recognition. CoRR Iris Dominguez-Catena, Daniel Paternain, Mikel Galar, MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2025	J	`jnl`	Maximal Combinations of Fairness Definitions. J. Artif. Intell. Res. MaryBeth Defrance, Tijl De Bie
2024	A*	`conf`	ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods. NeurIPS MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2024	J	`jnl`	ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods. CoRR MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2024	—	`conf`	Fairret: a Flexible Pytorch Library for Fairness. EWAF MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2024	A*	`conf`	fairret: a Framework for Differentiable Fairness Regularization Terms. ICLR Maarten Buyl, MaryBeth Defrance, Tijl De Bie
2023	J	`jnl`	Maximal Fairness. CoRR MaryBeth Defrance, Tijl De Bie
2023	—	`conf`	Maximal fairness. FAccT MaryBeth Defrance, Tijl De Bie
2023	J	`jnl`	fairret: a Framework for Differentiable Fairness Regularization Terms. CoRR Maarten Buyl, MaryBeth Defrance, Tijl De Bie