Publications

Papers

Active Learning to Guide Labeling Efforts for Question Difficulty Estimation
[accepted manuscript]
Arthur Thuy, Ekaterina Loginova, Dries F. Benoit
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (2024)

Reliable uncertainty with cheaper neural network ensembles: a case study in industrial parts classification
[arXiv preprint]
Arthur Thuy, Dries F. Benoit
arXiv (2024)

Explainability through uncertainty: Trustworthy decision-making with neural networks
[accepted manuscript] [published journal article]
Arthur Thuy, Dries F. Benoit
European Journal of Operational Research (EJOR) (2023)

Conference presentations

Guiding labeling efforts in question difficulty estimation using active learning
[meeting abstract]
Arthur Thuy, Ekaterina Loginova, Dries F. Benoit
33rd European Conference on Operational Research (EURO2024), 384-384

Cheaper neural network ensembles: a case study in manufacturing
[meeting abstract]
Arthur Thuy, Thomas Suys, Dries F. Benoit
38th Annual Conference of the Belgian Operational Research Society (ORBEL38)

Leveraging uncertainty estimation for trustworthy predictions in decision-making
[meeting abstract]
Arthur Thuy, Dries F. Benoit
32nd European Conference on Operational Research (EURO2022), 54-54