| 2010 | UAI | Risk Sensitive Path Integral Control. | Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen |
| 2007 | AAMAS | Optimal Control in Large Stochastic Multi-agent Systems. | Bart van den Broek, Wim Wiegerinck, Bert Kappen |
| 2007 | AIME | Inference in the Promedas Medical Expert System. | Bastian Wemmenhove, Joris M. Mooij, Wim Wiegerinck, Martijn A. R. Leisink, Hilbert J. Kappen, Jan P. Neijt |
| 2006 | UAI | Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems. | Wim Wiegerinck, Bart van den Broek, Bert Kappen |
| 2005 | AISTATS | Approximations with Reweighted Generalized Belief Propagation. | Wim Wiegerinck |
| 2002 | UAI | IPF for Discrete Chain Factor Graphs. | Wim Wiegerinck, Tom Heskes |
| 2000 | ICML | Classification with Multiple Latent Variable Models using Maximum Entropy Discrimination. | Machiel Westerdijk, Wim Wiegerinck |
| 2000 | IJCNN | EM Algorithms for Self-Organizing Maps. | Tom Heskes, Jan-Joost Spanjers, Wim Wiegerinck |
| 2000 | UAI | Variational Approximations between Mean Field Theory and the Junction Tree Algorithm. | Wim Wiegerinck |