D-CIS Publication Database

Mooij, Joris    

Firstname:Joris 
Surname:Mooij 
Initials: 
Email: 
Institute:Radboud University Nijmegen 
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13 publications

16 Keywords relate to this author

Algorithm
Approximate inference
Belief propagation
Bounds marginal
Convergence
Expert system
Graphical models
Improving
Inference
Loop corrections. approximate inference
Medical
Probability distributions
Promedas
Sufficient conditions
Sum-product
Understanding




Publications as Author



2008

Wemmenhove, Bastian, Mooij, Joris, Wiegerinck, Wim, Leisink, Martijn and Kappen, Hilbert J., Inference in the Promedas medical expert system, in: Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME 2007), Springer, 7-11 July 2007, Amsterdam, The Netherlands, 2008.
 
Mooij, Joris, Understanding and improving belief propagation, Radboud University Nijmegen, 2008.
 
Mooij, Joris and Kappen, Hilbert J., Bounds on marginal probability distributions, in: Proceedings of the 22nd Annual Conference on Neural Information Processing Systems (NIPS 2008), pages 1-8, 8-11 December 2008, Vancouver, Canada, 2008.
 

2007

Gómez, Vicenç, Mooij, Joris and Kappen, Hilbert J., Truncating the Loop Series Expansion for Belief Propagation, in: Journal of Machine Learning Research, volume 8, pages 1987-2016, ISSN 1533-7928, 2007.
 
Mooij, Joris and Kappen, Hilbert J., Sufficient Conditions for Convergence of the Sum-Product Algorithm, in: IEEE Transactions on Information Theory, volume 53, number 12, pages 4422-4437, ISSN 0018-9448, 2007.
 
Mooij, Joris and Kappen, Hilbert J., Loop Corrections for Approximate Inference on Factor Graphs, in: Journal of Machine Learning Research, volume 8, pages 1113-1143, ISSN 1533-7928, 2007.
 
Mooij, Joris, Wemmenhove, Bastian, Kappen, Hilbert J. and Rizzo, T., Loop Corrected Belief Propagation, in: Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS 2007), 21-24 March 2007, San Juan, Puerto Rico, 2007.
 

2006

Gómez, Vicenç, Mooij, Joris and Kappen, Hilbert J., Truncating the loop series expansion for BP, 2006.
 
Mooij, Joris and Kappen, Hilbert J., Loop corrections for approximate inference, 2006.
 
Mooij, Joris, C++ Open Source Approximate Inference Library (libDAI), 2006.
 

2005

Mooij, Joris and Kappen, Hilbert J., Sufficient conditions for convergence of Loopy Belief Propagation., in: Proceedings of Uncertainty in Artificial Intelligence (UAI 2005), pages 396-403, 26-29 July 2005, Edinburgh, Scotland, 2005.
 
Mooij, Joris and Kappen, Hilbert J., On the properties of the Bethe approximation and Loopy Belief Propagation on binary networks, in: Journal of Statistical Mechanics: Theory and Experiment, volume 2005, number 11, pages 11012, ISSN 1742-5468, 2005.
 

2004

Mooij, Joris and Kappen, Hilbert J., Validity estimates for loopy belief propagation on binary real-world networks, in: Advances in Neural Information Processing Systems 17 (NIPS 2004), pages 945-952, 13-18 December 2004, Vancouver, Canada, 2004.