Hilbert J. Kappen

Bert Kappen

	2012
74		Vicenç Gómez, Hilbert J. Kappen, Nelly Litvak, Andreas Kaltenbrunner: A likelihood-based framework for the analysis of discussion threads CoRR abs/1203.0652: (2012)
73		Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen: Risk Sensitive Path Integral Control CoRR abs/1203.3523: (2012)
72		Hilbert J. Kappen, Vicenç Gómez, Manfred Opper: Optimal control as a graphical model inference problem. Machine Learning 87(2): 159-182 (2012)
	2011
71		Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner: Modeling the structure and evolution of discussion cascades. HT 2011: 181-190
70		Mohammad Gheshlaghi Azar, Rémi Munos, Mohammad Ghavamzadeh, Hilbert J. Kappen: Speedy Q-Learning. NIPS 2011: 2411-2419
69		Ali Taylan Cemgil, Bert Kappen: Monte Carlo Methods for Tempo Tracking and Rhythm Quantization CoRR abs/1106.4863: (2011)
68		Bert Kappen, Martijn A. R. Leisink: Bound Propagation CoRR abs/1106.4865: (2011)
67		Joris Bierkens, Bert Kappen: KL-learning: Online solution of Kullback-Leibler control problems CoRR abs/1112.1996: (2011)
66		Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen: Dynamic Policy Programming with Function Approximation. Journal of Machine Learning Research - Proceedings Track 15: 119-127 (2011)
65		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 24(10): 1120-1127 (2011)
	2010
64		Thomas Mensink, Jakob J. Verbeek, Bert Kappen: EP for Efficient Stochastic Control with Obstacles. ECAI 2010: 675-680
63		Bart van den Broek, Wim Wiegerinck, Hilbert J. Kappen: Risk Sensitive Path Integral Control. UAI 2010: 615-622
62		Wim Wiegerinck, Bert Kappen, Willem Burgers: Bayesian Networks for Expert Systems: Theory and Practical Applications. Interactive Collaborative Information Systems 2010: 547-578
61		Mohammad Gheshlaghi Azar, Hilbert J. Kappen: Dynamic Policy Programming CoRR abs/1004.2027: (2010)
60		Vicenç Gómez, Hilbert J. Kappen, Andreas Kaltenbrunner: Modeling the structure and evolution of discussion cascades CoRR abs/1011.0673: (2010)
59		Willem Burgers, Wim Wiegerinck, Bert Kappen, Mirano Spalburg: A Bayesian petrophysical decision support system for estimation of reservoir compositions. Expert Syst. Appl. 37(12): 7526-7532 (2010)
58		Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov: Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation. Journal of Machine Learning Research 11: 1273-1296 (2010)
	2009
57		Jorge F. Mejías, Joaquín J. Torres, Samuel Johnson, Hilbert J. Kappen: Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise. IWANN (1) 2009: 17-23
56		Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov: Approximate inference on planar graphs using Loop Calculus and Belief Propagation. UAI 2009: 195-202
55		Bert Kappen, Vicenç Gómez, Manfred Opper: Optimal control as a graphical model inference problem CoRR abs/0901.0633: (2009)
54		Vicenç Gómez, Hilbert J. Kappen, Michael Chertkov: Approximate inference on planar graphs using Loop Calculus and Belief Propagation CoRR abs/0901.0786: (2009)
	2008
53		Joris M. Mooij, Hilbert J. Kappen: Bounds on marginal probability distributions. NIPS 2008: 1105-1112
52		Vicenç Gómez, Andreas Kaltenbrunner, Vicente López, Hilbert J. Kappen: Self-organization using synaptic plasticity. NIPS 2008: 513-520
51		Max Welling, Yee Whye Teh, Bert Kappen: Hybrid Variational/Gibbs Collapsed Inference in Topic Models. UAI 2008: 587-594
50		Bart van den Broek, Wim Wiegerinck, Bert Kappen: Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems. J. Artif. Intell. Res. (JAIR) 32: 95-122 (2008)
	2007
49		Wim Wiegerinck, Bart van den Broek, Bert Kappen: Optimal on-line scheduling in stochastic multiagent systems in continuous space-time. AAMAS 2007: 112
48		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
47		Bart van den Broek, Wim Wiegerinck, Bert Kappen: Optimal Control in Large Stochastic Multi-agent Systems. Adaptive Agents and Multi-Agents Systems 2007: 15-26
46		Bastian Wemmenhove, Bert Kappen: Loop corrections for message passing algorithms in continuous variable models CoRR abs/0705.4566: (2007)
45		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)
44		Joris M. Mooij, Hilbert J. Kappen: Loop Corrections for Approximate Inference on Factor Graphs. Journal of Machine Learning Research 8: 1113-1143 (2007)
43		Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen: Truncating the Loop Series Expansion for Belief Propagation. Journal of Machine Learning Research 8: 1987-2016 (2007)
42		Joris M. Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo: Loop Corrected Belief Propagation. Journal of Machine Learning Research - Proceedings Track 2: 331-338 (2007)
41		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)
40		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)
39		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
38		Wim Wiegerinck, Bart van den Broek, Bert Kappen: Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems. UAI 2006
37		Cornelis A. Albers, Martijn A. R. Leisink, Hilbert J. Kappen: The Cluster Variation Method for Efficient Linkage Analysis on Extended Pedigrees. BMC Bioinformatics 7(S-1): (2006)
36		Tommaso Rizzo, Bastian Wemmenhove, Hilbert J. Kappen: On Cavity Approximations for Graphical Models CoRR abs/cond-mat/0608312: (2006)
35		Joris M. Mooij, Bert Kappen: Loop corrections for approximate inference CoRR abs/cs/0612030: (2006)
34		Vicenç Gómez, Joris M. Mooij, Hilbert J. Kappen: Truncating the loop series expansion for Belief Propagation CoRR abs/cs/0612109: (2006)
33		Ali Taylan Cemgil, Hilbert J. Kappen, D. Barber: A generative model for music transcription. IEEE Transactions on Audio, Speech & Language Processing 14(2): 679-694 (2006)
32		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
31		Joris M. Mooij, Hilbert J. Kappen: Sufficient Conditions for Convergence of Loopy Belief Propagation. UAI 2005: 396-403
30		Joris M. Mooij, Hilbert J. Kappen: Sufficient conditions for convergence of the Sum-Product Algorithm CoRR abs/cs/0504030: (2005)
	2004
29		Joris M. Mooij, Hilbert J. Kappen: Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks. NIPS 2004
	2003
28		Tom Heskes, Kees Albers, Bert Kappen: Approximate Inference and Constrained Optimization. UAI 2003: 313-320
27		Ali Taylan Cemgil, Bert Kappen: Monte Carlo Methods for Tempo Tracking and Rhythm Quantization. J. Artif. Intell. Res. (JAIR) 18: 45-81 (2003)
26		Martijn A. R. Leisink, Hilbert J. Kappen: Bound Propagation. J. Artif. Intell. Res. (JAIR) 19: 139-154 (2003)
	2002
25		Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner: Linkage Analysis: A Bayesian Approach. ICANN 2002: 595-600
24		Martijn A. R. Leisink, Hilbert J. Kappen: General Lower Bounds based on Computer Generated Higher Order Expansions. UAI 2002: 293-300
23		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)
22		Tom Heskes, Bart Bakker, Bert Kappen: Approximate algorithms for neural-Bayesian approaches. Theor. Comput. Sci. 287(1): 219-238 (2002)
	2001
21		Ali Taylan Cemgil, Bert Kappen: Tempo tracking and rhythm quantization by sequential Monte Carlo. NIPS 2001: 1361-1368
20		Hilbert J. Kappen, Wim Wiegerinck: Novel iteration schemes for the Cluster Variation Method. NIPS 2001: 415-422
19		Martijn A. R. Leisink, Bert Kappen: Means, Correlations and Bounds. NIPS 2001: 455-462
18		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. Neural Computation 13(9): 2149-2171 (2001)
17		Lovorka Pantic, Joaquín J. Torres, Hilbert J. Kappen: On the role of dynamical synapses in coincidence detection. Neurocomputing 38-40: 285-291 (2001)
	2000
16		Hilbert J. Kappen, Wim Wiegerinck: Second Order Approximations for Probability Models. NIPS 2000: 238-244
15		Martijn A. R. Leisink, Hilbert J. Kappen: A Tighter Bound for Graphical Models. NIPS 2000: 266-272
14		Shotaro Akaho, Hilbert J. Kappen: Nonmonotonic Generalization Bias of Gaussian Mixture Models. Neural Computation 12(6): 1411-1427 (2000)
13		Martijn A. R. Leisink, Hilbert J. Kappen: Learning in higher order Boltzmann machines using linear response. Neural Networks 13(3): 329-335 (2000)
12		Wim Wiegerinck, Bert Kappen: Approximations of Bayesian Networks through KL Minimisation. New Generation Comput. 18(2): 167-176 (2000)
	1999
11		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		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		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		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	[14]
2	Cornelis A. Albers	[37]
3	Kees Albers	[28]
4	Mohammad Gheshlaghi Azar	[61] [66] [70]
5	Bart Bakker	[22]
6	D. Barber	[33]
7	Joris Bierkens	[67]
8	E. W. M. T. ter Braak	[11]
9	Bart van den Broek	[38] [47] [49] [50] [63] [73]
10	Han G. Brunner	[25]
11	W. J. P. P. ter Burg	[11]
12	Willem Burgers	[59] [62]
13	Ali Taylan Cemgil (Ali-Taylan Cemgil, A. Taylan Cemgil)	[21] [27] [33] [69]
14	Michael Chertkov (Misha Chertkov)	[54] [56] [58]
15	Jesús M. Cortés	[32] [39] [41]
16	P. L. Garrido	[32]
17	M. A. J. van Gerven	[65]
18	Mohammad Ghavamzadeh	[70]
19	C. Gielen	[1]
20	Stan C. A. M. Gielen	[23] [40]
21	Vicenç Gómez	[34] [43] [52] [54] [55] [56] [58] [60] [65] [66] [71] [72] [74]
22	Tom Heskes	[22] [28]
23	O. Jensen	[65]
24	Samuel Johnson	[57]
25	Andreas Kaltenbrunner	[52] [60] [71] [74]
26	Martijn A. R. Leisink	[13] [15] [18] [19] [24] [25] [26] [37] [48] [68]
27	Nelly Litvak	[74]
28	A. Llera	[65]
29	Vicente López	[52]
30	Daniele Marinazzo	[40]
31	Joaquín Marro	[32] [39] [41]
32	Jorge F. Mejías	[57]
33	Thomas Mensink	[64]
34	Joris M. Mooij	[29] [30] [31] [34] [35] [42] [43] [44] [45] [48] [53]
35	Rémi Munos	[70]
36	Jan P. Neijt	[11] [48]
37	Marcel J. Nijman	[4] [7] [11]
38	Y. L. O	[11]
39	Manfred Opper	[55] [72]
40	Francisco de Borja Rodríguez Ortiz (Francisco de Borja Rodríguez)	[6] [8] [9] [10]
41	Lovorka Pantic	[17] [23]
42	Tommaso Rizzo	[36] [42]
43	Mirano Spalburg	[59]
44	David M. J. Tax	[3]
45	Yee Whye Teh	[51]
46	Joaquín J. Torres	[17] [23] [32] [39] [41] [57]
47	Pablo Varona	[5]
48	Jakob J. Verbeek	[64]
49	Max Welling	[51]
50	Bastian Wemmenhove	[36] [42] [46] [48]
51	Wim Wiegerinck	[11] [12] [16] [20] [38] [47] [48] [49] [50] [59] [62] [63] [73]

Colors in the list of coauthors

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