Hilbert J. Kappen

91 papers A* 3A 5B 2C 5Journal 62Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Training quantum Boltzmann machines with the β-variational quantum eigensolver. Mach. Learn. Sci. Technol. Onno Huijgen, Luuk Coopmans, Peyman Najafi, Marcello Benedetti, Hilbert J. Kappen
2020	J	`jnl`	Adaptive Smoothing Path Integral Control. CoRR Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2020	J	`jnl`	Adaptive Smoothing for Path Integral Control. J. Mach. Learn. Res. Dominik Thalmeier, Hilbert J. Kappen, Simone Totaro, Vicenç Gómez
2017	J	`jnl`	An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals. IEEE Trans. Autom. Control. Satoshi Satoh, Hilbert J. Kappen, Masami Saeki
2017	J	`jnl`	Efficient Optical Flow and Stereo Vision for Velocity Estimation and Obstacle Avoidance on an Autonomous Pocket Drone. IEEE Robotics Autom. Lett. Kimberly McGuire, Guido de Croon, Christophe De Wagter, Karl Tuyls, Hilbert J. Kappen
2017	J	`jnl`	On the role of synaptic stochasticity in training low-precision neural networks. CoRR Carlo Baldassi, Federica Gerace, Hilbert J. Kappen, Carlo Lucibello, Luca Saglietti, Enzo Tartaglione, Riccardo Zecchina
2017	J	`jnl`	Particle Smoothing for Hidden Diffusion Processes: Adaptive Path Integral Smoother. IEEE Trans. Signal Process. Hans-Christian Ruiz, Hilbert J. Kappen
2016	J	`jnl`	Action selection in growing state spaces: Control of Network Structure Growth. CoRR Dominik Thalmeier, Vicenç Gómez, Hilbert J. Kappen
2016	—	`conf`	Correcting Multivariate Auto-Regressive Models for the Influence of Unobserved Common Input. CCIA Vicenç Gómez, Mohammad Gheshlaghi Azar, Hilbert J. Kappen
2016	J	`jnl`	Efficient Optical flow and Stereo Vision for Velocity Estimation and Obstacle Avoidance on an Autonomous Pocket Drone. CoRR Kimberly McGuire, Guido de Croon, Christophe De Wagter, Karl Tuyls, Hilbert J. Kappen
2016	J	`jnl`	Learning Universal Computations with Spikes. PLoS Comput. Biol. Dominik Thalmeier, Marvin Uhlmann, Hilbert J. Kappen, Raoul-Martin Memmesheimer
2016	J	`jnl`	Local Histogram Matching for Efficient Optical Flow Computation Applied to Velocity Estimation on Pocket Drones. CoRR Kimberly McGuire, Guido C. H. E. de Croon, Christophe De Wagter, Bart Remes, Karl Tuyls, Hilbert J. Kappen
2016	A*	`conf`	Local histogram matching for efficient optical flow computation applied to velocity estimation on pocket drones. ICRA Kimberly McGuire, Guido C. H. E. de Croon, Christophe De Wagter, Bart Remes, Karl Tuyls, Hilbert J. Kappen
2016	A*	`conf`	Real-Time Stochastic Optimal Control for Multi-Agent Quadrotor Systems. ICAPS Vicenç Gómez, Sep Thijssen, Andrew Symington, Stephen Hailes, Hilbert J. Kappen
2015	J	`jnl`	Adaptive importance sampling for control and inference. CoRR Hilbert J. Kappen
2015	J	`jnl`	Real-Time Stochastic Optimal Control for Multi-agent Quadrotor Swarms. CoRR Vicenç Gómez, Sep Thijssen, Hilbert J. Kappen, Stephen Hailes, Andrew Symington
2014	J	`jnl`	Adaptive Multiclass Classification for Brain Computer Interfaces. Neural Comput. Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
2014	J	`jnl`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation. CoRR Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2014	J	`jnl`	Explicit solution of relative entropy weighted control. Syst. Control. Lett. Joris Bierkens, Hilbert J. Kappen
2014	A	`conf`	Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. UAI Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
2014	J	`jnl`	Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models. CoRR Takamitsu Matsubara, Vicenç Gómez, Hilbert J. Kappen
2014	—	`conf`	Policy Search for Path Integral Control. ECML/PKDD (1) Vicenç Gómez, Hilbert J. Kappen, Jan Peters, Gerhard Neumann
2014	J	`jnl`	The Variational Garrote. Mach. Learn. Hilbert J. Kappen, Vicenç Gómez
2013	J	`jnl`	A likelihood-based framework for the analysis of discussion threads. World Wide Web Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
2013	J	`jnl`	Emerging phenomena in neural networks with dynamic synapses and their computational implications. Frontiers Comput. Neurosci. Joaquín J. Torres, Hilbert J. Kappen
2013	J	`jnl`	General Lower Bounds based on Computer Generated Higher Order Expansions CoRR Martijn A. R. Leisink, Hilbert J. Kappen
2013	J	`jnl`	Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model. Mach. Learn. Mohammad Gheshlaghi Azar, Rémi Munos, Hilbert J. Kappen
2013	A*	`conf`	Optimal Control as a Graphical Model Inference Problem. ICAPS Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
2013	J	`jnl`	Stochastic Optimal Control as Non-equilibrium Statistical Mechanics: Calculus of Variations over Density and Current. CoRR Vladimir Y. Chernyak, Michael Chertkov, Joris Bierkens, Hilbert J. Kappen
2012	J	`jnl`	A likelihood-based framework for the analysis of discussion threads CoRR Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner
2012	J	`jnl`	Adaptive Classification on Brain-Computer Interfaces Using Reinforcement Signals. Neural Comput. Alberto Llera, Vicenç Gómez, Hilbert J. Kappen
2012	J	`jnl`	Approximate Inference and Constrained Optimization CoRR Tom Heskes, Kees Albers, Hilbert J. Kappen
2012	J	`jnl`	Dynamic policy programming. J. Mach. Learn. Res. Mohammad Gheshlaghi Azar, Vicenç Gómez, Hilbert J. Kappen
2012	J	`jnl`	Hybrid Variational/Gibbs Collapsed Inference in Topic Models CoRR Max Welling, Yee Whye Teh, Hilbert J. Kappen
2012	J	`jnl`	Learning Price-Elasticity of Smart Consumers in Power Distribution Systems CoRR Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
2012	—	`conf`	Learning price-elasticity of smart consumers in power distribution systems. SmartGridComm Vicenç Gómez, Michael Chertkov, Scott Backhaus, Hilbert J. Kappen
2012	J	`jnl`	Optimal control as a graphical model inference problem. Mach. Learn. Hilbert J. Kappen, Vicenç Gómez, Manfred Opper
2012	J	`jnl`	Risk Sensitive Path Integral Control CoRR Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen
2012	J	`jnl`	Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems. CoRR Wim Wiegerinck, Bart van den Broek, Hilbert J. Kappen
2012	J	`jnl`	Sufficient conditions for convergence of Loopy Belief Propagation CoRR Joris M. Mooij, Hilbert J. Kappen
2011	—	`conf`	Modeling the structure and evolution of discussion cascades. HT Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
2011	J	`jnl`	On the use of interaction error potentials for adaptive brain computer interfaces. Neural Networks Alberto Llera, Marcel A. J. van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen
2011	—	`conf`	Speedy Q-Learning. NIPS Mohammad Gheshlaghi Azar, Rémi Munos, Mohammad Ghavamzadeh, Hilbert J. Kappen
2010	J	`jnl`	Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. J. Mach. Learn. Res. Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2010	J	`jnl`	Dynamic Policy Programming CoRR Mohammad Gheshlaghi Azar, Hilbert J. Kappen
2010	J	`jnl`	Modeling the structure and evolution of discussion cascades CoRR Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner
2010	A	`conf`	Risk Sensitive Path Integral Control. UAI Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen
2009	J	`jnl`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2009	A	`conf`	Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov
2009	B	`conf`	Sparse matrix factorization for brain computer interfaces. ACII A. L. Arenas, Vicenç Gómez, Hilbert J. Kappen
2009	—	`conf`	Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise. IWANN (1) Jorge F. Mejías, Joaquín J. Torres, Samuel Johnson, Hilbert J. Kappen
2008	—	`conf`	Bounds on marginal probability distributions. NIPS Joris M. Mooij, Hilbert J. Kappen
2008	—	`conf`	Self-organization using synaptic plasticity. NIPS Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen
2007	J	`jnl`	Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation. Neurocomputing Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen
2007	J	`jnl`	Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks. Neural Comput. Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen
2007	B	`conf`	Inference in the Promedas Medical Expert System. AIME Bastian Wemmenhove, Joris M. Mooij, Wim Wiegerinck, Martijn A. R. Leisink, Hilbert J. Kappen, Jan P. Neijt
2007	J	`jnl`	Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses. Neural Comput. Daniele Marinazzo, Hilbert J. Kappen, Stan C. A. M. Gielen
2007	J	`jnl`	Loop Corrections for Approximate Inference on Factor Graphs. J. Mach. Learn. Res. Joris M. Mooij, Hilbert J. Kappen
2007	J	`jnl`	Sufficient Conditions for Convergence of the Sum-Product Algorithm. IEEE Trans. Inf. Theory Joris M. Mooij, Hilbert J. Kappen
2007	J	`jnl`	Truncating the Loop Series Expansion for Belief Propagation. J. Mach. Learn. Res. Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen
2006	J	`jnl`	A generative model for music transcription. IEEE Trans. Speech Audio Process. Ali Taylan Cemgil, Hilbert J. Kappen, David Barber
2006	J	`jnl`	Effects of Fast Presynaptic Noise in Attractor Neural Networks. Neural Comput. Jesús M. Cortés, Joaquín J. Torres, Joaquín Marro, Pedro L. Garrido, Hilbert J. Kappen
2006	J	`jnl`	On Cavity Approximations for Graphical Models CoRR Tommaso Rizzo, Bastian Wemmenhove, Hilbert J. Kappen
2006	J	`jnl`	The Cluster Variation Method for Efficient Linkage Analysis on Extended Pedigrees. BMC Bioinform. Cornelis A. Albers, Martijn A. R. Leisink, Hilbert J. Kappen
2006	J	`jnl`	Truncating the loop series expansion for Belief Propagation CoRR Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen
2005	A	`conf`	Sufficient Conditions for Convergence of Loopy Belief Propagation. UAI Joris M. Mooij, Hilbert J. Kappen
2005	J	`jnl`	Sufficient conditions for convergence of the Sum-Product Algorithm CoRR Joris M. Mooij, Hilbert J. Kappen
2004	—	`conf`	Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks. NIPS Joris M. Mooij, Hilbert J. Kappen
2003	J	`jnl`	Bound Propagation. J. Artif. Intell. Res. Martijn A. R. Leisink, Hilbert J. Kappen
2002	J	`jnl`	Associative Memory with Dynamic Synapses. Neural Comput. Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen, Stan C. A. M. Gielen
2002	A	`conf`	General Lower Bounds based on Computer Generated Higher Order Expansions. UAI Martijn A. R. Leisink, Hilbert J. Kappen
2002	C	`conf`	Linkage Analysis: A Bayesian Approach. ICANN Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner
2001	J	`jnl`	A Tighter Bound for Graphical Models. Neural Comput. Martijn A. R. Leisink, Hilbert J. Kappen
2001	—	`conf`	Novel iteration schemes for the Cluster Variation Method. NIPS Hilbert J. Kappen, Wim Wiegerinck
2001	J	`jnl`	On the role of dynamical synapses in coincidence detection. Neurocomputing Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen
2000	—	`conf`	A Tighter Bound for Graphical Models. NIPS Martijn A. R. Leisink, Hilbert J. Kappen
2000	J	`jnl`	Learning in higher order Boltzmann machines using linear response. Neural Networks Martijn A. R. Leisink, Hilbert J. Kappen
2000	J	`jnl`	Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Comput. Shotaro Akaho, Hilbert J. Kappen
2000	—	`conf`	Second Order Approximations for Probability Models. NIPS Hilbert J. Kappen, Wim Wiegerinck
1999	—	`conf`	A Development Protocol for a Diagnostic DSS. MIE O. Ying-Lie, W. J. P. P. ter Burg, E. W. M. T. ter Braak, Jan P. Neijt, W. A. J. J. Wiegerinck, Marcel J. Nijman, Hilbert J. Kappen
1999	J	`jnl`	Approximate inference for medical diagnosis. Pattern Recognit. Lett. 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
1998	J	`jnl`	Efficient Learning in Boltzmann Machines Using Linear Response Theory. Neural Comput. Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz
1997	C	`conf`	Accelerated Learning in Boltzmann Machines Using Mean Field Theory. ICANN Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz
1997	—	`conf`	Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction. NIPS Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz
1997	J	`jnl`	Mean field approach to learning in Boltzmann Machine. Pattern Recognit. Lett. Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz
1997	J	`jnl`	Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines. Int. J. Neural Syst. Marcel J. Nijman, Hilbert J. Kappen
1996	C	`conf`	Dynamic Feature Linking in Stochastic Networks with Short Range Interactions. ICANN Hilbert J. Kappen, Pablo Varona
1996	C	`conf`	Efficient Learning in Sparsely Connected Boltzmann Machines. ICANN Marcel J. Nijman, Hilbert J. Kappen
1996	C	`conf`	Learning Structure with Many-Take-All Networks. ICANN David M. J. Tax, Hilbert J. Kappen
1995	J	`jnl`	Deterministic learning rules for boltzmann machines. Neural Networks Hilbert J. Kappen
1990	J	`jnl`	Neurocomputing research in The Netherlands. Neurocomputing Hilbert J. Kappen, C. Gielen