Bert Kappen

Publication Activity (10 Years)

Years Active: 1993-2016
Publications (10 Years): 1

Top Topics

Inference In Bayesian Networks

Markov Chain Monte Carlo

Generative Model

Probabilistic Knowledge

Top Venues

Publications

Bert Kappen, Wim Wiegerinck
Bonaparte: Bayesian Networks to Give Victims back their Names. ERCIM News 2016 (107) (2016)
Mohammad Gheshlaghi Azar, Rémi Munos, Bert Kappen
On the Sample Complexity of Reinforcement Learning with a Generative Model . ICML (2012)
Bert Kappen, Martijn A. R. Leisink
Bound Propagation CoRR (2011)
Bart van den Broek, Wim Wiegerinck, Bert Kappen
Stochastic optimal control of state constrained systems. Int. J. Control 84 (3) (2011)
Joris Bierkens, Bert Kappen
KL-learning: Online solution of Kullback-Leibler control problems CoRR (2011)
Ali Taylan Cemgil, Bert Kappen
Monte Carlo Methods for Tempo Tracking and Rhythm Quantization CoRR (2011)
Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen
Dynamic Policy Programming with Function Approximation. AISTATS (2011)
Thomas Mensink, Jakob J. Verbeek, Bert Kappen
EP for Efficient Stochastic Control with Obstacles. ECAI (2010)
Willem Burgers, Wim Wiegerinck, Bert Kappen, Mirano Spalburg
A Bayesian petrophysical decision support system for estimation of reservoir compositions. Expert Syst. Appl. 37 (12) (2010)
Bert Kappen, Vicenç Gómez, Manfred Opper
Optimal control as a graphical model inference problem CoRR (2009)
Bart van den Broek, Wim Wiegerinck, Bert Kappen
Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems. J. Artif. Intell. Res. 32 (2008)
Max Welling, Yee Whye Teh, Bert Kappen
Hybrid Variational/Gibbs Collapsed Inference in Topic Models. UAI (2008)
Wim Wiegerinck, Bart van den Broek, Bert Kappen
Optimal on-line scheduling in stochastic multiagent systems in continuous space-time. AAMAS (2007)
Bart van den Broek, Wim Wiegerinck, Bert Kappen
Optimal Control in Large Stochastic Multi-agent Systems. Adaptive Agents and Multi-Agents Systems (2007)
Joris M. Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo
Loop Corrected Belief Propagation. AISTATS (2007)
Bastian Wemmenhove, Bert Kappen
Loop corrections for message passing algorithms in continuous variable models CoRR (2007)
Joris M. Mooij, Bert Kappen
Loop corrections for approximate inference CoRR (2006)
Wim Wiegerinck, Bart van den Broek, Bert Kappen
Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems. UAI (2006)
Tom Heskes, Kees Albers, Bert Kappen
Approximate Inference and Constrained Optimization. UAI (2003)
Ali Taylan Cemgil, Bert Kappen
Monte Carlo Methods for Tempo Tracking and Rhythm Quantization. J. Artif. Intell. Res. 18 (2003)
Ali Taylan Cemgil, Bert Kappen
Integrating Tempo Tracking and Quantization using Particle Filtering. ICMC (2002)
Tom Heskes, Bart Bakker, Bert Kappen
Approximate algorithms for neural-Bayesian approaches. Theor. Comput. Sci. 287 (1) (2002)
Ali Taylan Cemgil, Bert Kappen
Bayesian Real-time Adaptation for Interactive Performance Systems. ICMC (2001)
Martijn A. R. Leisink, Bert Kappen
Means, Correlations and Bounds. NIPS (2001)
Ali Taylan Cemgil, Bert Kappen
Tempo tracking and rhythm quantization by sequential Monte Carlo. NIPS (2001)
Wim Wiegerinck, Bert Kappen
Approximations of Bayesian Networks through KL Minimisation. New Gener. Comput. 18 (2) (2000)
Bart J. Bakker, Bert Kappen, Tom Heskes
Survival Analysis: A Neural-Bayesian Approach. ANNIMAB (2000)
Ali Taylan Cemgil, Peter Desain, Bert Kappen
Rhythm Quantization for Transcription. Comput. Music. J. 24 (2) (2000)
Ali Taylan Cemgil, Bert Kappen, Peter Desain, Henkjan Honing
On tempo tracking: Tempogram Representation and Kalman filtering. ICMC (2000)
Danny Linders, Bert Kappen
Stochastic Resonance and Multi-modal Firing Patterns in Single-neuron Models. SNN Symposium on Neural Networks (1995)
Tom Heskes, Bert Kappen
Error potentials for self-organization. ICNN (1993)