| 2016 | ICRA | Local histogram matching for efficient optical flow computation applied to velocity estimation on pocket drones. | Kimberly McGuire, Guido C. H. E. de Croon, Christophe De Wagter, Bart Remes, Karl Tuyls, Hilbert J. Kappen |
| 2014 | UAI | Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. | Takamitsu Matsubara, Vicen Gmez, Hilbert J. Kappen |
| 2010 | UAI | Risk Sensitive Path Integral Control. | Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen |
| 2009 | ACII | Sparse matrix factorization for brain computer interfaces. | A. L. Arenas, Vicen Gmez, Hilbert J. Kappen |
| 2009 | IWANN | Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise. | Jorge F. Mejas, Joaqun J. Torres, Samuel Johnson, Hilbert J. Kappen |
| 2009 | UAI | Approximate inference on planar graphs using Loop Calculus and Belief Propagation. | Vicen Gmez, Hilbert J. Kappen, Michael Chertkov |
| 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 |
| 2005 | UAI | Sufficient Conditions for Convergence of Loopy Belief Propagation. | Joris M. Mooij, Hilbert J. Kappen |
| 2002 | ICANN | Linkage Analysis: A Bayesian Approach. | Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner |
| 2002 | UAI | General Lower Bounds based on Computer Generated Higher Order Expansions. | Martijn A. R. Leisink, Hilbert J. Kappen |
| 1997 | ICANN | Accelerated Learning in Boltzmann Machines Using Mean Field Theory. | Hilbert J. Kappen, Francisco de Borja Rodrguez Ortiz |
| 1996 | ICANN | Dynamic Feature Linking in Stochastic Networks with Short Range Interactions. | Hilbert J. Kappen, Pablo Varona |
| 1996 | ICANN | Efficient Learning in Sparsely Connected Boltzmann Machines. | Marcel J. Nijman, Hilbert J. Kappen |
| 1996 | ICANN | Learning Structure with Many-Take-All Networks. | David M. J. Tax, Hilbert J. Kappen |