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All publications by Hilbert J. Kappen
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Speedy Q-Learning
Mohammad Ghavamzadeh, Hilbert J. Kappen, Mohammad G. Azar and Rémi Munos
Advances in Neural Information Processing Systems 24, 2011


Bounds on marginal probability distributions
Joris M. Mooij and Hilbert J. Kappen
Advances in Neural Information Processing Systems 21, 2008


Self-organization using synaptic plasticity
Vicençc Gómez, Andreas Kaltenbrunner, Vicente López and Hilbert J. Kappen
Advances in Neural Information Processing Systems 21, 2008


Loop Corrections for Approximate Inference on Factor Graphs
Joris M. Mooij and Hilbert J. Kappen
Journal of Machine Learning Research, 2007


Truncating the Loop Series Expansion for Belief Propagation
Vicençc Gómez, Joris M. Mooij and Hilbert J. Kappen
Journal of Machine Learning Research, 2007


Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
Joris M. Mooij and Hilbert J. Kappen
Advances in Neural Information Processing Systems 17, 2004


Novel iteration schemes for the Cluster Variation Method
Hilbert J. Kappen and Wim Wiegerinck
Advances in Neural Information Processing Systems 14, 2001