Bert Kappen - researchr alias

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Viewing Publication 1 - 26 from 26

2016

Bonaparte: Bayesian Networks to Give Victims back their NamesBert Kappen, Wim Wiegerinck. ercim, 2016(107), 2016. [doi]

2013

Bayesian Networks, Introduction and Practical ApplicationsWim Wiegerinck, Willem Burgers, Bert Kappen. In Monica Bianchini, Marco Maggini, Lakhmi C. Jain, editors, Handbook on Neural Information Processing. Volume 49 of Intelligent Systems Reference Library, pages 401-431, Springer, 2013. [doi]

2012

On the Sample Complexity of Reinforcement Learning with a Generative Model Mohammad Gheshlaghi Azar, Rémi Munos, Bert Kappen. icml 2012: [doi]

2011

Dynamic Policy Programming with Function ApproximationMohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen. jmlr, 15:119-127, 2011. [doi]

Stochastic optimal control of state constrained systemsBart van den Broek, Wim Wiegerinck, Bert Kappen. ijcon, 84(3):597-615, 2011. [doi]

2010

A Bayesian petrophysical decision support system for estimation of reservoir compositionsWillem Burgers, Wim Wiegerinck, Bert Kappen, Mirano Spalburg. eswa, 37(12):7526-7532, 2010. [doi]

EP for Efficient Stochastic Control with ObstaclesThomas Mensink, Jakob J. Verbeek, Bert Kappen. ecai 2010: 675-680 [doi]

Bayesian Networks for Expert Systems: Theory and Practical ApplicationsWim Wiegerinck, Bert Kappen, Willem Burgers. In Robert Babuska, Frans C. A. Groen, editors, Interactive Collaborative Information Systems. Volume 281 of Studies in Computational Intelligence, pages 547-578, Springer, 2010. [doi]

2008

Graphical Model Inference in Optimal Control of Stochastic Multi-Agent SystemsBart van den Broek, Wim Wiegerinck, Bert Kappen. jair, 32:95-122, 2008. [doi]

Hybrid Variational/Gibbs Collapsed Inference in Topic ModelsMax Welling, Yee Whye Teh, Bert Kappen. uai 2008: 587-594 [doi]

2007

Loop Corrected Belief PropagationJoris M. Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo. jmlr, 2:331-338, 2007. [doi]

Optimal Control in Large Stochastic Multi-agent SystemsBart van den Broek, Wim Wiegerinck, Bert Kappen. AAMAS 2008: 15-26 [doi]

Optimal on-line scheduling in stochastic multiagent systems in continuous space-timeWim Wiegerinck, Bart van den Broek, Bert Kappen. atal 2007: 112 [doi]

2006

Stochastic Optimal Control in Continuous Space-Time Multi-Agent SystemsWim Wiegerinck, Bart van den Broek, Bert Kappen. uai 2006: [doi]

2003

Monte Carlo Methods for Tempo Tracking and Rhythm QuantizationAli Taylan Cemgil, Bert Kappen. jair, 18:45-81, 2003. [doi]

Approximate Inference and Constrained OptimizationTom Heskes, Kees Albers, Bert Kappen. uai 2003: 313-320

2002

Integrating Tempo Tracking and Quantization using Particle FilteringAli Taylan Cemgil, Bert Kappen. icmc 2002: [doi]

Approximate algorithms for neural-Bayesian approachesTom Heskes, Bart Bakker, Bert Kappen. TCS, 287(1):219-238, 2002.

2001

Bayesian Real-time Adaptation for Interactive Performance SystemsAli Taylan Cemgil, Bert Kappen. icmc 2001: [doi]

Tempo tracking and rhythm quantization by sequential Monte CarloAli Taylan Cemgil, Bert Kappen. nips 2001: 1361-1368 [doi]

2000

1995

Stochastic Resonance and Multi-modal Firing Patterns in Single-neuron ModelsDanny Linders, Bert Kappen. snn 1995: 63-66 [doi]

1993

Error potentials for self-organizationTom Heskes, Bert Kappen. icnn 1993: 1219-1223 [doi]

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