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Career

· PhD student in Artificial Intelligence, KU Leuven2021–
· Master of Engineering in Computer Science, KU Leuven2019–2021
· Bachelor of Computer Science, KU Leuven2016–2019
· Teaching Assistant, KU Leuven

Publications (24)

Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities
Journal of Artificial Intelligence Research · 2023
137
cited
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning
arXiv.org · 2023
10
cited
Learning to Learn in Interactive Constraint Acquisition
AAAI Conference on Artificial Intelligence · 2023
9
cited
Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation
International Conference on Principles and Practice of Constraint Programming · 2022
7
cited
Guided Bottom-Up Interactive Constraint Acquisition
International Conference on Principles and Practice of Constraint Programming · 2023
6
cited
Sudoku Assistant - an AI-Powered App to Help Solve Pen-and-Paper Sudokus
AAAI Conference on Artificial Intelligence · 2023
4
cited
Generalizing Constraint Models in Constraint Acquisition
arXiv.org · 2024
2
cited
Solver-Free Decision-Focused Learning for Linear Optimization Problems
arXiv.org · 2025
2
cited
Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions
Integration of AI and OR Techniques in Constraint Programming · 2022
1
cited
Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
arXiv.org · 2025
Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization
arXiv.org · 2025
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