Disentangling causality: assumptions in causal discovery and inference. - Maarten C. Vonk; Ninoslav Malekovic; Thomas Bäck; Anna V. Kononova (Artif. Intell. Rev., 2023)

Optimizing Causal Interventions in Hybrid Bayesian Networks - A Discretization, Knowledge Compilation, and Heuristic Optimization Approach. - Maarten C. Vonk; Diederick Vermetten; Jacob de Nobel; Sebastiaan Brand; Ninoslav Malekovic; Thomas Bäck; Alfons Laarman; Anna V. Kononova (IPMU (1), 2024)

Balancing Computational Cost and Accuracy in Inference of Continuous Bayesian Networks. - Maarten C. Vonk; Sebastiaan Brand; Ninoslav Malekovic; Thomas Bäck; Alfons Laarman; Anna V. Kononova (PGM, 2024)

Graphical Models for Decision-Making: Integrating Causality and Game Theory. - Maarten C. Vonk; Mauricio Gonzalez Soto; Anna V. Kononova (CoRR, 2025)