Publications

Papers

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 (2023)

Conference presentations

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