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Career

· PhD Student, KU Leuven2025–
· Postdoctoral Researcher, KU Leuven2025–
· Graduate Student, Ghent University2021–2027

Publications (24)

Neural Probabilistic Logic Programming in Discrete-Continuous Domains
Conference on Uncertainty in Artificial Intelligence · 2023
30
cited
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
Neural Information Processing Systems · 2023
15
cited
Defining neurosymbolic AI
arXiv.org · 2025
4
cited
Relational Neurosymbolic Markov Models
arXiv.org · 2024
4
cited
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetic
Neural Information Processing Systems · 2024
3
cited
EXPLAIN, AGREE, LEARN: Scaling Learning for Neural Probabilistic Logic
European Conference on Artificial Intelligence · 2024
3
cited
Neurosymbolic Markov Models
3
cited
Neural Probilistic Logic Programming in Discrete-Continuous Domains: Supplementary Material
2023
Neurosymbolic Reinforcement Learning With Sequential Guarantees
Tensorised Probabilistic Inference for Neural Probabilistic Logic Programming
2022
The DeepLog Neurosymbolic Machine
arXiv.org · 2025
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