Wim Wiegerinck
Wim Wiegerinck
Researcher machine learning, Radboud University, Nijmegen
Geverifieerd e-mailadres voor science.ru.nl - Homepage
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Geciteerd door
Variational approximations between mean field theory and the junction tree algorithm
W Wiegerinck
arXiv preprint arXiv:1301.3901, 2013
Fractional belief propagation
W Wiegerinck, T Heskes
Advances in Neural Information Processing Systems 15, 2002
Central extensions and physics
GM Tuynman, WAJJ Wiegerinck
Journal of Geometry and Physics 4 (2), 207-258, 1987
A theoretical comparison of batch-mode, on-line, cyclic, and almost-cyclic learning
T Heskes, W Wiegerinck
IEEE transactions on neural networks 7 (4), 919-925, 1996
Graphical model inference in optimal control of stochastic multi-agent systems
B Van Den Broek, W Wiegerinck, B Kappen
Journal of Artificial Intelligence Research 32, 95-122, 2008
Risk sensitive path integral control
B van den Broek, W Wiegerinck, B Kappen
Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence …, 2010
Approximate inference techniques with expectation constraints
T Heskes, M Opper, W Wiegerinck, O Winther, O Zoeter
Journal of Statistical Mechanics: Theory and Experiment 2005 (11), P11015, 2005
A multi-model ensemble method that combines imperfect models through learning
LA Van den Berge, FM Selten, W Wiegerinck, GS Duane
Earth System Dynamics 2 (1), 161-177, 2011
The potential of a portable, point-of-care electronic nose to diagnose tuberculosis
RC Teixeira, M Rodríguez, NJ de Romero, M Bruins, R Gómez, ...
Journal of Infection 75 (5), 441-447, 2017
Tractable variational structures for approximating graphical models
D Barber, W Wiegerinck
Advances in Neural Information Processing Systems 11, 1998
Bayesian networks for expert systems: Theory and practical applications
W Wiegerinck, B Kappen, W Burgers
Interactive collaborative information systems, 547-578, 2010
Inference in the promedas medical expert system
B Wemmenhove, JM Mooij, W Wiegerinck, M Leisink, HJ Kappen, JP Neijt
Conference on Artificial Intelligence in Medicine in Europe, 456-460, 2007
Approximate inference for medical diagnosis
W Wiegerinck, HJ Kappen, E Ter Braak, W Ter Burg, MJ Nijman, JP Neijt
Pattern Recognition Letters 20 (11-13), 1231-1239, 1999
Stochastic dynamics of learning with momentum in neural networks
W Wiegerinck, A Komoda, T Heskes
Journal of Physics A: Mathematical and General 27 (13), 4425, 1994
Stochastic optimal control in continuous space-time multi-agent systems
W Wiegerinck, B Broek, H Kappen
arXiv preprint arXiv:1206.6866, 2012
Novel iteration schemes for the cluster variation method
H Kappen, W Wiegerinck
Advances in neural information processing systems 14, 2001
BOVINOSE: pheromone-based sensor system for detecting estrus in dairy cows
W Wiegerinck, A Setkus, V Buda, AK Borg-Karlson, R Mozuraitis, ...
Procedia Computer Science 7, 340-342, 2011
Approximate expectation maximization
T Heskes, O Zoeter, W Wiegerinck
Advances in neural information processing systems 16, 2003
Dynamically combining climate models to “supermodel” the tropical Pacific
ML Shen, N Keenlyside, F Selten, W Wiegerinck, GS Duane
Geophysical Research Letters 43 (1), 359-366, 2016
Mean Field Theory for Graphical Models
HJ Kappen, WJ Wiegerinck
Advanced Mean Field Methods: Theory and Practice, 37, 2001
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