Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. ir. Maarten Buyl

Central Administration > Department of Student Facilities

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ABCFair : an adaptable benchmark approach for comparing fairness methods

Marybeth Defrance (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2025) PROCEEDINGS OF MACHINE LEARNING RESEARCH. 294. p.383-388
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- Miscellaneous
Biased heritage : how datasets shape models in facial expression recognition

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar, Marybeth Defrance (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2025)
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AI alignment at your discretion

Maarten Buyl (UGent) , Hadi Khalaf, Claudio Mayrink Verdun, Lucas Monteiro Paes, Caio C. Vieira Machado and Flavio du Pin Calmon

(2025) PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. p.3046-3074
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BiMi sheets for bias mitigation methods

Marybeth Defrance (UGent) , Maarten Buyl (UGent) , Guillaume Bied (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) BNAIC/BeNeLearn 2024, Abstracts.
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ABCFair : an adaptable benchmark approach for comparing fairness methods

Marybeth Defrance (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2024) Advances in Neural Information Processing Systems 37 (NeurIPS 2024). In Advances in neural information processing systems 37. p.40145-40163
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fairret : a framework for differentiable fairness regularization terms

Marybeth Defrance (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2024) EWAF24 2024 : European Workshop on Algorithmic Fairness : proceedings of the 3rd European Workshop on Algorithmic Fairness. In CEUR workshop proceedings 3908.
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- Miscellaneous
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Persuasion with large language models : a survey

Alexander Rogiers (UGent) , Sander Noels (UGent) , Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2024) ARXIV.
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Large language models reflect the ideology of their creators

Maarten Buyl (UGent) , Alexander Rogiers (UGent) , Sander Noels (UGent) , Iris Dominguez-Catena, Edith Heiter (UGent) , Raphaël Romero (UGent) , Iman Johary (UGent) , Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) ARXIV.
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Exploring the performance of continuous-time dynamic link prediction algorithms

Raphaël Romero (UGent) , Maarten Buyl (UGent) , Tijl De Bie (UGent) and Jefrey Lijffijt (UGent)

(2024) APPLIED SCIENCES-BASEL. 14(8).
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FAIRRET : a framework for differentiable fairness regularization terms

Maarten Buyl (UGent) , Marybeth Defrance (UGent) and Tijl De Bie (UGent)

(2024) ICLR 2024 : the Twelfth International Conference on Learning Representations, Proceedings.

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