MaryBeth Defrance

According to our database, MaryBeth Defrance authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

BiMi Sheets: Infosheets for bias mitigation methods.

MaryBeth Defrance, Guillaume Bied, Maarten Buyl, Jefrey Lijffijt, Tijl De Bie

CoRR, May, 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, March, 2025

Maximal Combinations of Fairness Definitions.

MaryBeth Defrance, Tijl De Bie

J. Artif. Intell. Res., 2025

2024

ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods.

MaryBeth Defrance, Maarten Buyl, Tijl De Bie

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

fairret: a Framework for Differentiable Fairness Regularization Terms.

Maarten Buyl, MaryBeth Defrance, Tijl De Bie

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fairret: a Flexible Pytorch Library for Fairness.

MaryBeth Defrance, Maarten Buyl, Tijl De Bie

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024

2023

Maximal fairness.

MaryBeth Defrance, Tijl De Bie

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023