PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Joris Mooij

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Number of EPrints submitted by this user: 8

On the properties of the Bethe approximation and loopy belief propagation on binary networks
Joris Mooij and Bert Kappen
Journal of Statistical Mechanics: Theory and Experiment Volume 2005, Number 11, P11012, 2005. ISSN 1742-5468

Sufficient conditions for convergence of the sum-product algorithm
Joris Mooij and Bert Kappen
IEEE Transactions on Information Theory Volume 53, Number 12, pp. 4422-4437, 2007. ISSN 0018-9448

Truncating the loop series expansion for belief propagation
Vicenç Gómez, Joris Mooij and Bert Kappen
Journal of Machine Learning Research Volume 8, pp. 1987-2016, 2007. ISSN 1533-7928

Loop corrections for approximate inference on factor graphs
Joris Mooij and Bert Kappen
Journal of Machine Learning Research Volume 8, pp. 1113-1143, 2007. ISSN 1533-7928

Inference in the Promedas medical expert system
Bastian Wemmenhove, Joris Mooij, Wim Wiegerinck, Martijn Leisink, Bert Kappen and Jan P Neijt
In: Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME 07) Lecture Notes in Computer Science , 4594 . (2007) Springer , pp. 456-460. ISBN 978-3-540-73598-4

Loop corrected belief propagation
Joris Mooij, Bastian Wemmenhove, Bert Kappen and Tommaso Rizzo
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07) 2007.

Sufficient conditions for convergence of loopy belief propagation
Joris Mooij and Bert Kappen
In: Proceedings of the 21st Annual Conference on Uncertainty in Artificial Intelligence (UAI-05) (2005) AUAI Press , Corvallis, Oregon , pp. 396-403.

Validity estimates for loopy belief propagation on binary real-world networks
Joris Mooij and Bert Kappen
In: Advances in Neural Information Processing Systems 17 (NIPS*2004) (2005) MIT Press , Cambridge, MA , pp. 945-952.