Hilbert Johan Kappen
Hilbert Johan Kappen
Radboud University
Geverifieerd e-mailadres voor science.ru.nl - Homepage
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Practical confidence and prediction intervals for prediction tasks
TM Heskes, W Wiegerinck, HJ Kappen
PROGRESS IN NEURAL PROCESSING, 128-135, 1997
3931997
Optimal control as a graphical model inference problem
HJ Kappen, V Gómez, M Opper
Machine learning 87 (2), 159-182, 2012
2882012
Path integrals and symmetry breaking for optimal control theory
HJ Kappen
Journal of statistical mechanics: theory and experiment 2005 (11), P11011, 2005
2782005
Sufficient conditions for convergence of the sum–product algorithm
JM Mooij, HJ Kappen
IEEE Transactions on Information Theory 53 (12), 4422-4437, 2007
2772007
Linear theory for control of nonlinear stochastic systems
HJ Kappen
Physical review letters 95 (20), 200201, 2005
2752005
On tempo tracking: Tempogram representation and Kalman filtering
AT Cemgil, B Kappen, P Desain, H Honing
Journal of New Music Research 29 (4), 259-273, 2000
2592000
Efficient learning in Boltzmann machines using linear response theory
HJ Kappen, FB Rodríguez
Neural Computation 10 (5), 1137-1156, 1998
2281998
Learning processes in neural networks
TM Heskes, B Kappen
Physical Review A 44 (4), 2718, 1991
1811991
A generative model for music transcription
AT Cemgil, HJ Kappen, D Barber
IEEE Transactions on Audio, Speech, and Language Processing 14 (2), 679-694, 2006
1622006
Approximate inference and constrained optimization
T Heskes, K Albers, B Kappen
Uncertainty in Artificial Intelligence 13, 313-320, 2003
133*2003
Monte Carlo methods for tempo tracking and rhythm quantization
AT Cemgil, B Kappen
Journal of Artificial Intelligence Research 18 (1), 45-81, 2003
1332003
An introduction to stochastic control theory, path integrals and reinforcement learning
HJ Kappen
AIP conference proceedings 887 (1), 149-181, 2007
1322007
Associative memory with dynamic synapses
L Pantic, JJ Torres, HJ Kappen, SCAM Gielen
Neural Computation 14 (12), 2903-2923, 2002
1312002
Rhythm quantization for transcription
AT Cemgil, P Desain, B Kappen
Computer Music Journal 24 (2), 60-76, 2000
1292000
Efficient optical flow and stereo vision for velocity estimation and obstacle avoidance on an autonomous pocket drone
K McGuire, G De Croon, C De Wagter, K Tuyls, H Kappen
IEEE Robotics and Automation Letters 2 (2), 1070-1076, 2017
1242017
On-line learning processes in artificial neural networks
TM Heskes, B Kappen
North-Holland Mathematical Library 51, 199-233, 1993
1201993
Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model
MG Azar, R Munos, HJ Kappen
Machine learning 91 (3), 325-349, 2013
1182013
Speedy Q-learning
MG Azar, R Munos, M Ghavamzadaeh, HJ Kappen
Spain, Granada: NIPS, 2011
1082011
Dynamic policy programming
MG Azar, V Gómez, HJ Kappen
The Journal of Machine Learning Research 13 (1), 3207-3245, 2012
1072012
Modeling the structure and evolution of discussion cascades
V Gómez, HJ Kappen, A Kaltenbrunner
Proceedings of the 22nd ACM conference on Hypertext and hypermedia, 181-190, 2011
722011
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Artikelen 1–20