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Cavity approximation for graphical models

Rizzo, T.; Wemmenhove, B. ; Kappen, H.J.

2007, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 76, iss. 1, (2007), pp. 1-9)
Haplotype inference in general pedigrees using the cluster variation method.

Albers, C.A. ; Heskes, T.M. ; Kappen, H.J.

2007, Article / Letter to editor (Genetics (Austin), vol. 177, iss. 2, (2007), pp. 1101-1116)
Modeling linkage disequilibrium in exact linkage

Albers, C.A. ; Kappen, H.J.

2007, Article in monograph or in proceedings (Gene Expression Analysis and Approaches to Detecting Multiple Functional Loci, pp. S159)
Optimal Control in Large Stochastic Multi-Agent Systems

Broek, L.J. van den ; Wiegerinck, W.A.J.J. ; Kappen, H.J.

2007, Article in monograph or in proceedings (Alamas 07, pp. 9-10)
Optimal on-line scheduling in stochastic multi-agent systems in continous space and time

Wiegerinck, W.A.J.J. ; Broek, L.J. van den ; Kappen, H.J.

2007, Article in monograph or in proceedings (AAMAS, pp. 749-756)
Truncating the loop series expansion for belief propagation

Gómez, V.; Mooij, J.M. ; Kappen, H.J.

2007, Article / Letter to editor (Journal of Machine Learning Research, vol. 8, iss. september, (2007), pp. 1987-2016)
Competition between synaptic depression and facilitation in attractor neural networks.

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 10, (2007), pp. 2739-2755)
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses.

Marinazzo, D.; Kappen, H.J. ; Gielen, S.C.A.M.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 7, (2007), pp. 1739-1765)
Loop Corrections for Approximate Inference on Factor Graphs

Mooij, J.M. ; Kappen, H.J.

2007, Article / Letter to editor (Journal of Machine Learning Research, vol. 8, iss. may, (2007), pp. 1113-1143)
Competition between synaptic depression and facilitation in attractor neural networks,

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 10, (2007), pp. 2739-2755)
Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation.

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neurocomputing, vol. 70, iss. 10-12, (2007), pp. 2022-2025)
Cavity approximation for graphical models.

Rizzo, T.; Wemmenhove, B. ; Kappen, H.J.

2007, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 76, iss. 1 Pt 1, (2007), pp. 011102-1-011102)
A Generative Model for Music Transcription

Cemgil, A.T.; Kappen, H.J. ; Barber, D.

2006, Article / Letter to editor (IEEE Transactions on Speech and Audio Processing, vol. 14, iss. 2, (2006), pp. 679-694)
Computer stelt straks medische diagnose: Zeg eens @,

Mols, B.; Neijt, J.P.; Kappen, H.J.

2006, Contribution for newspaper or weekly magazine (Intermediair, , pp. 51-54)
Survey propagation at finite temperature: application to a Sourlas code as a toy model

Wemmenhove, B. ; Kappen, H.J.

2006, Article / Letter to editor (Journal of Physics a : Mathematical and General, vol. 39, iss. 6, (2006), pp. 1265-1283)
Stochastic optimal control in continous space-time multi-agent systems.

Wiegerinck, W.A.J.J. ; Broek, L.J. van den ; Kappen, H.J.

2006, Article in monograph or in proceedings (UAI, pp. 528-535)
Effects of Fast Presynaptic Noise in Attractor Neural Networks

Cortes, J.M.; Torres, J.J.; Marro, J.; Garrido, P.L.; Kappen, H.J.

2006, Article / Letter to editor (Neural Computation, vol. 18, iss. 3, (2006), pp. 614-633)
Path integrals and symmetry breaking for optimal control theory

Kappen, H.J.

2005, Article / Letter to editor (Journal of Statistical Mechanics : Theory and Experiment, vol. November, (2005), pp. P11011-P11011-24)
A linear theory for control of non-linear stochastic systems

Kappen, H.J.

2005, Article / Letter to editor (Physical Review Letters, vol. 95, iss. 200201, (2005), pp. 1-4)
On the properties of the Bethe approximation and loopy belief propagation on binary networks

Mooij, J.M. ; Kappen, H.J.

2005, Article / Letter to editor (Journal of Statistical Mechanics : Theory and Experiment, iss. 11, (2005), pp. P11012-11012)
Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks

Mooij, J.M. ; Kappen, H.J.

2005, Article / Letter to editor (Advances in Neural Information Processing Systems, vol. 17, iss. 17, (2005), pp. 945-952)
Sufficient conditions for convergence of Loopy Belief Propagation

Mooij, J.M. ; Kappen, H.J.

2005, Article in monograph or in proceedings (UAI 2005, pp. 396-403)
Algorithms for Identification and Categorization

Cortes, J.M.; Garrido, P.L.; Kappen, H.J. ; Marro, J.; Morrillas, C.; Navivad, D.; J.J., T.

2005, Article in monograph or in proceedings (AIP Conference, pp. 178-184)
Improving Cox survival analysis with a neural-Bayesian approach

Bakker, B.J.; Heskes, T.M. ; Neijt, J.P.; Kappen, H.J.

2004, Article / Letter to editor (Statistics in Medicine, vol. 23, iss. 19, (2004), pp. 2989-3012)
Storage capacity of attractor neural networks with depressing synapses

Torres, J.J.; Pantic, L.; Kappen, H.J.

2002, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 66, iss. 6 Pt 1, (2002), pp. 061910)
”PROMEDAS” : a probabilistic decision support system for medical diagnosis

Kappen, H.J. ; Wiegerinck, W.A.J.J. ; Akay, E.; Nijman, M.J.; Neijt, J.P.; Beek, A.P. van; Koning, E. de

2002, Book (monograph)
Approximate Algorithms for Neural-Bayesian Approaches.

Heskes, T.M. ; Bakker, B.J.; Kappen, H.J.

2002, Article / Letter to editor (Theoretical Computer Science, vol. 287, (2002), pp. 219-238)
Approximate reasoning: real world applications of graphical models

Kappen, H.J. ; Gielen, C.C.A.M. ; Wiegerinck, W.A.J.J. ; Cemgil, A.T.; Heskes, T.M. ; Nijman, M.; Leisink, M.

2001, Part of book or chapter of book (Uesaka, Y. (ed.), Foundations of Real-World Intelligence, pp. 73-121)
A dynamic belief network implementation for realtime music transcription

Kappen, H.J. ; Cemgil, A.T.

2001, Article in monograph or in proceedings (Proceedings of the 13th Belgian-Dutch Conference on Artificial Intelligence, pp. 473-474)
Predicting newspaper sales: JED system 'weathers' the test

Kappen, H.J. ; Heskes, T.

2000, Article / Letter to editor (Ifra Magazine, iss. May, (2000), pp. 58-59)
Mean field theory for asymmetric neural networks

Kappen, H.J. ; Spanjers, J.J.

2000, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 61, (2000), pp. 5658-5663)
Constructing modular architectures with Boltzmann machines

Kappen, H.J.

2000, Part of book or chapter of book (Ritter, H.; Cruse, H.; Dean, J. (ed.), Prerational Intelligence: Adaptive Behavior and Intelligent Systems Without Symbols and Logic, pp. 157-164)
Variational methods for approximate reasoning in graphical models

Wiegerinck, W.A.J.J. ; Kappen, H.J. ; Leisink, M.A.R. ; Barber, D.; Stroeve, S.; Heskes, T.M. ; Gielen, C.C.A.M.

2000, Article in monograph or in proceedings (RWC'2000 : proceedings of the Real World Computing Symposium, pp. 265-270)
Rhythm quantization for transcription

Cemgil, A.T.; Desain, P.W.M. ; Kappen, H.J.

2000, Article / Letter to editor (Computer Music Journal. --, vol. 24, iss. 2, (2000), pp. 60-75)
Kansrijke methoden voor kunstmatig leren en redeneren

Kappen, H.J. ; Leisink, M.A.R.

2000, Article / Letter to editor (Nederlands Tijdschrift voor Natuurkunde, vol. 66, (2000), pp. 14-19)
On the validity of mean field theory for finite size Boltzmann machines.

Kappen, H.J.

1999, Article in monograph or in proceedings (Proceedings Snowbird)
Rhythm quantization for transcription.

Cemgil, A.T.; Desain, P.W.M. ; Kappen, H.J.

1999, Article in monograph or in proceedings (???, ? (ed.), Proceedings of the AISB'99 Convention, pp. 140-146)
Approximate inference for medical diagnosis

Wiegerinck, W.A.J.J. ; Kappen, H.J. ; Braak, E.W.M.T. ter; Burg, W.J.P.P. ter; Nijman, M.J.; O, Y.l.; Neijt, J.P.

1999, Article / Letter to editor (Pattern Recognition Letters, vol. 20, (1999), pp. 1231-1239)
Validity of TAP equations in neural networks.

Leisink, M.A.R. ; Kappen, H.J.

1999, Article in monograph or in proceedings (ICANN 99 : Ninth International Conference on Artificial Neural Networks, University of Edinburgh, 7-10 september, 1999, pp. 425-431)
Boltzmann machine learning using mean field theory and linear response correction

Kappen, H.J. ; Rodriguez, F.B.

1998, Part of book or chapter of book (Jordan, M.I.; Kearns, M.J.; Solla, S.A. (ed.), Proceedings NIPS 97, pp. 280-286)
Efficient Learning in Boltzmann Machines using linear response theory.

Kappen, H.J. ; Rodriguez, F.B.

1998, Article / Letter to editor (Neural Computation, vol. 10, iss. 5, (1998), pp. 1137-1156)
Probabilistic knowledge representation

Kappen, H.J. ; Gielen, C.C.A.M. ; Heskes, T.M. ; Wiegerinck, W.A.J.J. ; Barber, D.; Laar, P.J.L.J. van de

1998, Part of book or chapter of book (N., N. (ed.), RWC'98 : Real World Computing Symposium, Tokyo, Japan, pp. 285-292)
Learning higher order Boltzmann machines using linear response

Leisink, M.A.R. ; Kappen, H.J.

1998, Part of book or chapter of book (Proceedings 8th conf. ICANN'98, pp. 511-517)
Neural network system, JED, offers solution for predicting single-copy sales

Heskes, T. ; Kappen, H.J.

1997, Article / Letter to editor (Ifra Magazine, iss. October, (1997), pp. 64-65)
Neural networks : best practice in europe : proceedings of the Stichting Neurale Netwerken Conference 1997, Amsterdam, The Netherlands, 22 May 1997

Kappen, H.J. ; Gielen, C.C.A.M.

1997, Book (monograph)
Symmetry breaking and training from incomplete data with Radial Basis Boltzmann Machines

Nijman, M.J.; Kappen, H.J.

1997, Article / Letter to editor (International Journal of Neural Systems, vol. 8, iss. 3, (1997), pp. 301-315)
Practical confidence and prediction intervals for prediction tasks

Heskes, T. ; Wiegerinck, W.A.J.J. ; Kappen, H.J.

1997, Part of book or chapter of book (Kappen, B. (ed.), Neural Networks: Best Practice in Europe : Proceedings of the Stichting Neurale Netwerken Conference 1997 (Progress in Neural Processing), pp. 128-135)
Efficient learning in sparsely connected Boltzmann machines

Nijman, M.J.; Kappen, H.J.

1996, Part of book or chapter of book (Malsburg, C. (ed.), Artificial Neural Networks — ICANN 96, pp. 41-46)
Confidence values for neural networks

Heskes, T.M. ; Kappen, H.J. ; Pastoors, A.; Gielen, C.C.A.M.

1995, Article in monograph or in proceedings (Proceedings of the International Conference on Digital Signal Processing, pp. 396-401)
Self-organization and nonparametric regression

Heskes, T.M. ; Kappen, H.J.

1995, Article in monograph or in proceedings (Fogelman-Soulie, F.; Gallinari, P. (ed.), Proceedings of ICANN'95/NEURONIMES'95, pp. 81-86)

Now showing items 51-100 of 110

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