Maarten Buyl

According to our database, Maarten Buyl authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Inherent Limitations of AI Fairness.

Maarten Buyl, Tijl De Bie

Commun. ACM, February, 2024

2023

fairret: a Framework for Differentiable Fairness Regularization Terms.

Maarten Buyl, MaryBeth Defrance, Tijl De Bie

CoRR, 2023

RankFormer: Listwise Learning-to-Rank Using Listwide Labels.

Maarten Buyl, Paul Missault, Pierre-Antoine Sondag

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Optimal Transport of Binary Classifiers to Fairness.

Maarten Buyl, Tijl De Bie

CoRR, 2022

Optimal Transport of Classifiers to Fairness.

Maarten Buyl, Tijl De Bie

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Tackling Algorithmic Disability Discrimination in the Hiring Process: An Ethical, Legal and Technical Analysis.

Maarten Buyl, Christina Cociancig, Cristina Frattone, Nele Roekens

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

The KL-Divergence Between a Graph Model and its Fair I-Projection as a Fairness Regularizer.

Maarten Buyl, Tijl De Bie

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

DeBayes: a Bayesian Method for Debiasing Network Embeddings.

Maarten Buyl, Tijl De Bie

Proceedings of the 37th International Conference on Machine Learning, 2020