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Tom Heskes
Tom Heskes
Professor of Computer Science and Artificial Intelligence, Radboud University Nijmegen
Verified email at science.ru.nl - Homepage
Title
Cited by
Cited by
Year
MAGMA: generalized gene-set analysis of GWAS data
CA de Leeuw, JM Mooij, T Heskes, D Posthuma
PLoS computational biology 11 (4), e1004219, 2015
15802015
Task clustering and gating for Bayesian multitask learning
BJ Bakker, TM Heskes
6752003
Practical confidence and prediction intervals
TM Heskes
Proceedings of the 9th International Conference on Neural Information …, 1996
4361996
The statistical properties of gene-set analysis
CA De Leeuw, BM Neale, T Heskes, D Posthuma
Nature Reviews Genetics 17 (6), 353-364, 2016
2222016
Energy functions for self-organizing maps
T Heskes
Kohonen maps, 303-315, 1999
2161999
Stable fixed points of loopy belief propagation are local minima of the bethe free energy
T Heskes
Advances in neural information processing systems 15, 2002
2132002
Location sensitive deep convolutional neural networks for segmentation of white matter hyperintensities
M Ghafoorian, N Karssemeijer, T Heskes, IWM van Uden, CI Sanchez, ...
Scientific Reports 7 (1), 1-12, 2017
2052017
Self-organizing maps, vector quantization, and mixture modeling
T Heskes
IEEE transactions on neural networks 12 (6), 1299-1305, 2001
1992001
On the uniqueness of loopy belief propagation fixed points
T Heskes
Neural Computation 16 (11), 2379-2413, 2004
1852004
Learning processes in neural networks
TM Heskes, B Kappen
Physical Review A 44 (4), 2718, 1991
1711991
Expectation Propagation for approximate inference in dynamic Bayesian networks
T Heskes, O Zoeter
arXiv preprint arXiv:1301.0572, 2012
1682012
Clustering ensembles of neural network models
B Bakker, T Heskes
Neural networks 16 (2), 261-269, 2003
1642003
Premise selection for mathematics by corpus analysis and kernel methods
J Alama, T Heskes, D Kühlwein, E Tsivtsivadze, J Urban
Journal of Automated Reasoning 52 (2), 191-213, 2014
1292014
Approximate inference and constrained optimization
T Heskes, K Albers, H Kappen
arXiv preprint arXiv:1212.2480, 2012
1262012
Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin
M Ghafoorian, N Karssemeijer, T Heskes, M Bergkamp, J Wissink, J Obels, ...
NeuroImage: Clinical 14, 391-399, 2017
1242017
On-line learning processes in artificial neural networks
TM Heskes, B Kappen
North-Holland Mathematical Library 51, 199-233, 1993
1221993
Empirical Bayes for learning to learn
TM Heskes
San Francisco: Morgan Kaufmann, 2000
1212000
Convexity arguments for efficient minimization of the Bethe and Kikuchi free energies
T Heskes
Journal of Artificial Intelligence Research 26, 153-190, 2006
1132006
A causal and mediation analysis of the comorbidity between attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD)
E Sokolova, AM Oerlemans, NN Rommelse, P Groot, CA Hartman, ...
Journal of autism and developmental disorders 47 (6), 1595-1604, 2017
1122017
Selecting weighting factors in logarithmic opinion pools
T Heskes
Advances in neural information processing systems 10, 1997
1101997
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