Hilbert J. Kappen

2009
36	EE	Vicenç Gómez, Hilbert J. Kappen, M. Chertkov: Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR abs/0901.0786: (2009)
2008
35	EE	Joris M. Mooij, Hilbert J. Kappen: Bounds on marginal probability distributions. NIPS 2008: 1105-1112
34	EE	Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen: Self-organization using synaptic plasticity. NIPS 2008: 513-520
2007
33	EE	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: 456-460
32	EE	Joris M. Mooij, Hilbert J. Kappen: Sufficient Conditions for Convergence of the Sum-Product Algorithm. IEEE Transactions on Information Theory 53(12): 4422-4437 (2007)
31	EE	Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen: Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks. Neural Computation 19(10): 2739-2755 (2007)
30	EE	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 19(7): 1739-1765 (2007)
29	EE	Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen: Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation. Neurocomputing 70(10-12): 2022-2025 (2007)
2006
28	EE	T. Rizzo, Bastian Wemmenhove, Hilbert J. Kappen: On Cavity Approximations for Graphical Models CoRR abs/cond-mat/0608312: (2006)
27	EE	Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen: Truncating the loop series expansion for Belief Propagation CoRR abs/cs/0612109: (2006)
26	EE	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 18(3): 614-633 (2006)
2005
25	EE	Joris M. Mooij, Hilbert J. Kappen: Sufficient Conditions for Convergence of Loopy Belief Propagation. UAI 2005: 396-403
24	EE	Joris M. Mooij, Hilbert J. Kappen: Sufficient conditions for convergence of the Sum-Product Algorithm CoRR abs/cs/0504030: (2005)
2004
23	EE	Joris M. Mooij, Hilbert J. Kappen: Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks. NIPS 2004
2003
22	EE	Martijn A. R. Leisink, Hilbert J. Kappen: Bound Propagation. J. Artif. Intell. Res. (JAIR) 19: 139-154 (2003)
2002
21	EE	Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner: Linkage Analysis: A Bayesian Approach. ICANN 2002: 595-600
20		Martijn A. R. Leisink, Hilbert J. Kappen: General Lower Bounds based on Computer Generated Higher Order Expansions. UAI 2002: 293-300
19	EE	Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen, Stan C. A. M. Gielen: Associative Memory with Dynamic Synapses. Neural Computation 14(12): 2903-2923 (2002)
2001
18	EE	Hilbert J. Kappen, Wim Wiegerinck: Novel iteration schemes for the Cluster Variation Method. NIPS 2001: 415-422
17		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. Neural Computation 13(9): 2149-2171 (2001)
16	EE	Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen: On the role of dynamical synapses in coincidence detection. Neurocomputing 38-40: 285-291 (2001)
2000
15		Hilbert J. Kappen, Wim Wiegerinck: Second Order Approximations for Probability Models. NIPS 2000: 238-244
14		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. NIPS 2000: 266-272
13		Shotaro Akaho, Hilbert J. Kappen: Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12(6): 1411-1427 (2000)
12	EE	Martijn A. R. Leisink, Hilbert J. Kappen: Learning in higher order Boltzmann machines using linear response. Neural Networks 13(3): 329-335 (2000)
1999
11	EE	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 20(11-13): 1231-1239 (1999)
1998
10		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Efficient Learning in Boltzmann Machines Using Linear Response Theory. Neural Computation 10(5): 1137-1156 (1998)
1997
9		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Accelerated Learning in Boltzmann Machines Using Mean Field Theory. ICANN 1997: 301-306
8		Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Boltzmann Machine Learning Using Mean Field Theory and Linear Response Correction. NIPS 1997
7	EE	Marcel J. Nijman, Hilbert J. Kappen: Symmetry Breaking and Training from Incomplete Data with Radial Basis Boltzmann Machines. Int. J. Neural Syst. 8(3): 301-315 (1997)
6	EE	Hilbert J. Kappen, Francisco de Borja Rodríguez Ortiz: Mean field approach to learning in Boltzmann Machine. Pattern Recognition Letters 18(11-13): 1317-1322 (1997)
1996
5		Hilbert J. Kappen, Pablo Varona: Dynamic Feature Linking in Stochastic Networks with Short Range Interactions. ICANN 1996: 101-106
4		Marcel J. Nijman, Hilbert J. Kappen: Efficient Learning in Sparsely Connected Boltzmann Machines. ICANN 1996: 41-46
3		David M. J. Tax, Hilbert J. Kappen: Learning Structure with Many-Take-All Networks. ICANN 1996: 95-100
1995
2	EE	Hilbert J. Kappen: Deterministic learning rules for boltzmann machines. Neural Networks 8(4): 537-548 (1995)
1990
1		Hilbert J. Kappen, C. Gielen: Neurocomputing research in The Netherlands. Neurocomputing 2(1): 35-38 (1990)

Coauthor Index

1	Shotaro Akaho	[13]
2	E. W. M. T. ter Braak	[11]
3	Han G. Brunner	[21]
4	W. J. P. P. ter Burg	[11]
5	M. Chertkov	[36]
6	Jesús M. Cortés	[26] [29] [31]
7	P. L. Garrido	[26]
8	C. Gielen	[1]
9	Stan C. A. M. Gielen	[19] [30]
10	Vicenç Gómez	[27] [34] [36]
11	Andreas Kaltenbrunner	[34]
12	Martijn A. R. Leisink	[12] [14] [17] [20] [21] [22] [33]
13	Vicente López	[34]
14	Daniele Marinazzo	[30]
15	Joaquín Marro	[26] [29] [31]
16	Joris M. Mooij	[23] [24] [25] [27] [32] [33] [35]
17	Jan P. Neijt	[11] [33]
18	Marcel J. Nijman	[4] [7] [11]
19	Y. L. O	[11]
20	Francisco de Borja Rodríguez Ortiz	[6] [8] [9] [10]
21	Lovorka Pantic	[16] [19]
22	T. Rizzo	[28]
23	David M. J. Tax	[3]
24	Joaquín J. Torres	[16] [19] [26] [29] [31]
25	Pablo Varona	[5]
26	Bastian Wemmenhove	[28] [33]
27	Wim Wiegerinck	[11] [15] [18] [33]

Colors in the list of coauthors