Maarten Vonk
Promovendus / buiten
- Naam
- Ir. M.C. Vonk
- Telefoon
- 071 5274799
- m.c.vonk@liacs.leidenuniv.nl
- ORCID iD
- null
Promovendus / buiten
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Vonk M.C., Vermetten D.L., Nobel J.P. de, Brand S., Malekovic N., Bäck T.H.W., Laarman A.W. & Kononova A.V. (2025), Optimizing causal interventions in hybrid bayesian networks: A discretization, knowledge compilation, and heuristic optimization approach. Lesot M.J., Vieira S., Reformat M.Z., Carvalho J.P., Batista F., Bouchon-Meunier B. & Yager R.R. (red.), Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2024. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) 22 juli 2024 - 26 juli 2024. Lecture Notes in Networks and Systems nr. 1174. Cham: Springer. 245–256.
- Vonk M.C., Brand S., Malekovic N., Bäck T.H.W., Laarman A.W. & Kononova A.V. (2024), Balancing Computational Cost and Accuracy in Inference of Continuous Bayesian Networks. Lawrence N. (red.), Proceedings of The 12th International Conference on Probabilistic Graphical Models, PMLR. Probabilistic Graphical Models (PGM) 2024 11 september 2024 - 13 september 2024. Proceedings of Machine Learning Research nr. 246: PMLR. 361-381.
- Vonk M.C., Malekovic N., Bäck T.H.W. & Kononova A.V. (2023), Disentangling causality: assumptions in causal discovery and inference, Artificial Intelligence Review 56(9): 10613-10649.