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Maarten Vonk

PhD Candidate / Self Funded

Name: Ir. M.C. Vonk
Telephone: 071 5274799
E-mail: m.c.vonk@liacs.leidenuniv.nl
ORCID iD: null

PhD Candidate / Self Funded

Science
Leiden Inst of Advanced Computer Science

Work address

Gorlaeus Building
Einsteinweg 55
2333 CC Leiden
Room number BE4.18

Contact

2025
2024
2023

2025

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. (Eds.), 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 July 2024 - 26 July 2024. Lecture Notes in Networks and Systems no. 1174. Cham: Springer. 245–256. 'Refereed' congrespublicatie

2024

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. (Ed.), 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 no. 246: PMLR. 361-381. 'Refereed' congrespublicatie

2023

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. 'Refereed' artikel in tijdschrift

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