Search results for "Hilbert J. Kappen"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Hilbert J. Kappen, Vicenç Gómez, Manfred Opper	Optimal control as a graphical model inference problem.	Machine Learning	2012	DBLP DOI BibTeX RDF
1	Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen	Risk Sensitive Path Integral Control	CoRR	2012	DBLP BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner	A likelihood-based framework for the analysis of discussion threads	CoRR	2012	DBLP BibTeX RDF
1	Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen	Dynamic Policy Programming with Function Approximation.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Bert Kappen, Martijn A. R. Leisink	Bound Propagation	CoRR	2011	DBLP BibTeX RDF
1	Ali Taylan Cemgil, Bert Kappen	Monte Carlo Methods for Tempo Tracking and Rhythm Quantization	CoRR	2011	DBLP BibTeX RDF
1	Joris Bierkens, Bert Kappen	KL-learning: Online solution of Kullback-Leibler control problems	CoRR	2011	DBLP BibTeX RDF
1	A. Llera, M. A. J. van Gerven, Vicenç Gómez, O. Jensen, Hilbert J. Kappen	On the use of interaction error potentials for adaptive brain computer interfaces.	Neural Networks	2011	DBLP DOI BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner	Modeling the structure and evolution of discussion cascades.	HT	2011	DBLP DOI BibTeX RDF
1	Mohammad Gheshlaghi Azar, Rémi Munos, Mohammad Ghavamzadeh, Hilbert J. Kappen	Speedy Q-Learning.	NIPS	2011	DBLP BibTeX RDF
1	Willem Burgers, Wim Wiegerinck, Bert Kappen, Mirano Spalburg	A Bayesian petrophysical decision support system for estimation of reservoir compositions.	Expert Syst. Appl.	2010	DBLP DOI BibTeX RDF
1	Wim Wiegerinck, Bert Kappen, Willem Burgers	Bayesian Networks for Expert Systems: Theory and Practical Applications.	Interactive Collaborative Information Systems	2010	DBLP DOI BibTeX RDF
1	Thomas Mensink, Jakob J. Verbeek, Bert Kappen	EP for Efficient Stochastic Control with Obstacles.	ECAI	2010	DBLP DOI BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov	Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation.	Journal of Machine Learning Research	2010	DBLP BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner	Modeling the structure and evolution of discussion cascades	CoRR	2010	DBLP BibTeX RDF
1	Mohammad Gheshlaghi Azar, Hilbert J. Kappen	Dynamic Policy Programming	CoRR	2010	DBLP BibTeX RDF
1	Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen	Risk Sensitive Path Integral Control.	UAI	2010	DBLP BibTeX RDF
1	Bert Kappen, Vicenç Gómez, Manfred Opper	Optimal control as a graphical model inference problem	CoRR	2009	DBLP BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov	Approximate inference on planar graphs using Loop Calculus and Belief Propagation	CoRR	2009	DBLP BibTeX RDF
1	Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov	Approximate inference on planar graphs using Loop Calculus and Belief Propagation.	UAI	2009	DBLP BibTeX RDF
1	Jorge F. Mejías, Joaquín J. Torres, Samuel Johnson, Hilbert J. Kappen	Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise.	IWANN	2009	DBLP DOI BibTeX RDF	Bistable systems, switching dynamics, multiplicative colored noise, neural up and down states
1	Bart van den Broek, Wim Wiegerinck, Bert Kappen	Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems.	J. Artif. Intell. Res. (JAIR)	2008	DBLP DOI BibTeX RDF
1	Max Welling, Yee Whye Teh, Bert Kappen	Hybrid Variational/Gibbs Collapsed Inference in Topic Models.	UAI	2008	DBLP BibTeX RDF
1	Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen	Self-organization using synaptic plasticity.	NIPS	2008	DBLP BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Bounds on marginal probability distributions.	NIPS	2008	DBLP BibTeX RDF
1	Joris M. Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo	Loop Corrected Belief Propagation.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Bastian Wemmenhove, Bert Kappen	Loop corrections for message passing algorithms in continuous variable models	CoRR	2007	DBLP BibTeX RDF
1	Wim Wiegerinck, Bart van den Broek, Bert Kappen	Optimal on-line scheduling in stochastic multiagent systems in continuous space-time.	AAMAS	2007	DBLP DOI BibTeX RDF	exact optimal controls, mulitagent systems, nonlinear stochastic systems, optimal stochastic control, stochastic processes, continuous-time
1	Bart van den Broek, Wim Wiegerinck, Bert Kappen	Optimal Control in Large Stochastic Multi-agent Systems.	Adaptive Agents and Multi-Agents Systems	2007	DBLP DOI BibTeX RDF
1	Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen	Truncating the Loop Series Expansion for Belief Propagation.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Loop Corrections for Approximate Inference on Factor Graphs.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Daniele Marinazzo, Hilbert J. Kappen, Stan C. A. M. Gielen	Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses.	Neural Computation	2007	DBLP DOI BibTeX RDF
1	Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen	Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks.	Neural Computation	2007	DBLP DOI BibTeX RDF
1	Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen	Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation.	Neurocomputing	2007	DBLP DOI BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Sufficient Conditions for Convergence of the Sum-Product Algorithm.	IEEE Transactions on Information Theory	2007	DBLP DOI BibTeX RDF
1	Bastian Wemmenhove, Joris M. Mooij, Wim Wiegerinck, Martijn A. R. Leisink, Hilbert J. Kappen, Jan P. Neijt	Inference in the Promedas Medical Expert System.	AIME	2007	DBLP DOI BibTeX RDF
1	Joris M. Mooij, Bert Kappen	Loop corrections for approximate inference	CoRR	2006	DBLP BibTeX RDF
1	Wim Wiegerinck, Bart van den Broek, Bert Kappen	Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems.	UAI	2006	DBLP BibTeX RDF
1	Cornelis A. Albers, Martijn A. R. Leisink, Hilbert J. Kappen	The Cluster Variation Method for Efficient Linkage Analysis on Extended Pedigrees.	BMC Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Tommaso Rizzo, Bastian Wemmenhove, Hilbert J. Kappen	On Cavity Approximations for Graphical Models	CoRR	2006	DBLP BibTeX RDF
1	Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen	Truncating the loop series expansion for Belief Propagation	CoRR	2006	DBLP BibTeX RDF
1	Jesús M. Cortés, Joaquín J. Torres, Joaquín Marro, P. L. Garrido, Hilbert J. Kappen	Effects of Fast Presynaptic Noise in Attractor Neural Networks.	Neural Computation	2006	DBLP DOI BibTeX RDF
1	Ali Taylan Cemgil, Hilbert J. Kappen, D. Barber	A generative model for music transcription.	IEEE Transactions on Audio, Speech & Language Processing	2006	DBLP DOI BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Sufficient conditions for convergence of the Sum-Product Algorithm	CoRR	2005	DBLP BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Sufficient Conditions for Convergence of Loopy Belief Propagation.	UAI	2005	DBLP BibTeX RDF
1	Joris M. Mooij, Hilbert J. Kappen	Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks.	NIPS	2004	DBLP BibTeX RDF
1	Ali Taylan Cemgil, Bert Kappen	Monte Carlo Methods for Tempo Tracking and Rhythm Quantization.	J. Artif. Intell. Res. (JAIR)	2003	DBLP DOI BibTeX RDF
1	Tom Heskes, Kees Albers, Bert Kappen	Approximate Inference and Constrained Optimization.	UAI	2003	DBLP BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen	Bound Propagation.	J. Artif. Intell. Res. (JAIR)	2003	DBLP DOI BibTeX RDF
1	Tom Heskes, Bart Bakker, Bert Kappen	Approximate algorithms for neural-Bayesian approaches.	Theor. Comput. Sci.	2002	DBLP DOI BibTeX RDF
1	Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen, Stan C. A. M. Gielen	Associative Memory with Dynamic Synapses.	Neural Computation	2002	DBLP DOI BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner	Linkage Analysis: A Bayesian Approach.	ICANN	2002	DBLP DOI BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen	General Lower Bounds based on Computer Generated Higher Order Expansions.	UAI	2002	DBLP BibTeX RDF
1	Ali Taylan Cemgil, Bert Kappen	Tempo tracking and rhythm quantization by sequential Monte Carlo.	NIPS	2001	DBLP BibTeX RDF
1	Martijn A. R. Leisink, Bert Kappen	Means, Correlations and Bounds.	NIPS	2001	DBLP BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen	A Tighter Bound for Graphical Models.	Neural Computation	2001	DBLP DOI BibTeX RDF
1	Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen	On the role of dynamical synapses in coincidence detection.	Neurocomputing	2001	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, Wim Wiegerinck	Novel iteration schemes for the Cluster Variation Method.	NIPS	2001	DBLP BibTeX RDF
1	Wim Wiegerinck, Bert Kappen	Approximations of Bayesian Networks through KL Minimisation.	New Generation Comput.	2000	DBLP DOI BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen	Learning in higher order Boltzmann machines using linear response.	Neural Networks	2000	DBLP DOI BibTeX RDF
1	Shotaro Akaho, Hilbert J. Kappen	Nonmonotonic Generalization Bias of Gaussian Mixture Models.	Neural Computation	2000	DBLP DOI BibTeX RDF
1	Martijn A. R. Leisink, Hilbert J. Kappen	A Tighter Bound for Graphical Models.	NIPS	2000	DBLP BibTeX RDF
1	Hilbert J. Kappen, Wim Wiegerinck	Second Order Approximations for Probability Models.	NIPS	2000	DBLP BibTeX RDF
1	Wim Wiegerinck, Hilbert J. Kappen, E. W. M. T. ter Braak, W. J. P. P. ter Burg, Marcel J. Nijman, Y. L. O, Jan P. Neijt	Approximate inference for medical diagnosis.	Pattern Recognition Letters	1999	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz	Efficient Learning in Boltzmann Machines Using Linear Response Theory.	Neural Computation	1998	DBLP DOI BibTeX RDF
1	Marcel J. Nijman, Hilbert J. Kappen	Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines.	Int. J. Neural Syst.	1997	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz	Mean field approach to learning in Boltzmann Machine.	Pattern Recognition Letters	1997	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz	Accelerated Learning in Boltzmann Machines Using Mean Field Theory.	ICANN	1997	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz	Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction.	NIPS	1997	DBLP BibTeX RDF
1	Hilbert J. Kappen, Pablo Varona	Dynamic Feature Linking in Stochastic Networks with Short Range Interactions.	ICANN	1996	DBLP DOI BibTeX RDF
1	Marcel J. Nijman, Hilbert J. Kappen	Efficient Learning in Sparsely Connected Boltzmann Machines.	ICANN	1996	DBLP DOI BibTeX RDF
1	David M. J. Tax, Hilbert J. Kappen	Learning Structure with Many-Take-All Networks.	ICANN	1996	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen	Deterministic learning rules for boltzmann machines.	Neural Networks	1995	DBLP DOI BibTeX RDF
1	Hilbert J. Kappen, C. Gielen	Neurocomputing research in The Netherlands.	Neurocomputing	1990	DBLP DOI BibTeX RDF

Publications of Hilbert J. Kappen Bert Kappen ( http://dblp.L3S.de/Authors/Hilbert_J._Kappen )