26 citations
- University of AntwerpBE43 papers
- Province of AntwerpBE4 papers
- Hasselt UniversityBE3 papers
- KU LeuvenBE3 papers
- Flanders Make (Belgium)BE2 papers
- Ghent UniversityBE2 papers
- iMindsBE2 papers
- National Research University Higher School of EconomicsRU2 papers
- Universidad Nacional del SurAR2 papers
- Antwerp Maritime AcademyBE1 paper
- Centre de Recerca MatemàticaES1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
49 papers
Would a Large Language Model Pay Extra for a View? Inferring Willingness to Pay from Subjective Choices
Manon Reusens, Sofie Goethals, Toon Calders +1
As Large Language Models (LLMs) are increasingly deployed in applications such as travel assistance and purchasing support, they are often required to make subjective choices on be…
Model management to support systems engineering workflows using ontology-based knowledge graphs
Arkadiusz Ryś, Lucas Lima, Joeri Exelmans +2
System engineering has been shifting from document-centric to model-based approaches, where assets are becoming more and more digital. Although digitisation conveys several benefit…
Inductive inference of gradient-boosted decision trees on graphs for insurance fraud detection
Félix Vandervorst, Bruno Deprez, Wouter Verbeke +1
Graph-based methods are becoming increasingly popular in machine learning due to their ability to model complex data and relations. Insurance fraud is a prime use case, since fraud…
Exterior differential systems on Lie algebroids and the invariant inverse problem of the calculus of variations
Tom Mestdag, Kenzo Yasaka
We extend the theory of exterior differential systems from manifolds and their tangent bundles to Lie algebroids. In particular, we define the concept of an integral manifold of su…
Lines, Twisted Cubics on Cubic Fourfolds, and the Monodromy of the Voisin Map
Franco Giovenzana, Luca Giovenzana
For a general cubic fourfold with associated Fano variety of lines , we show that the monodromy group of the finite degree 16 rational Voisin self-map $ψ\colon F \dashrigh…
Geodesic extensions of mechanical systems with nonholonomic constraints
Malika Belrhazi, Tom Mestdag
For a Lagrangian system with nonholonomic constraints, we construct extensions of the equations of motion to sets of second-order ordinary differential equations. In the case of a…