Angelika Kimmig
Angelika Kimmig
Cardiff University
Verified email at cs.kuleuven.be - Homepage
TitleCited byYear
ProbLog: A Probabilistic Prolog and Its Application in Link Discovery.
L De Raedt, A Kimmig, H Toivonen
IJCAI 7, 2462-2467, 2007
6642007
A short introduction to probabilistic soft logic
A Kimmig, S Bach, M Broecheler, B Huang, L Getoor
Proceedings of the NIPS Workshop on Probabilistic Programming: Foundations …, 2012
1932012
On the implementation of the probabilistic logic programming language ProbLog
A Kimmig, B Demoen, L De Raedt, VS Costa, R Rocha
Theory and Practice of Logic Programming 11 (2-3), 235-262, 2011
1652011
Probabilistic (logic) programming concepts
L De Raedt, A Kimmig
Machine Learning 100 (1), 5-47, 2015
1042015
The magic of logical inference in probabilistic programming
B Gutmann, I Thon, A Kimmig, M Bruynooghe, L De Raedt
Theory and Practice of Logic Programming 11 (4-5), 663-680, 2011
762011
Lifted graphical models: a survey
A Kimmig, L Mihalkova, L Getoor
Machine Learning 99 (1), 1-45, 2015
742015
On the efficient execution of ProbLog programs
A Kimmig, VS Costa, R Rocha, B Demoen, L De Raedt
International Conference on Logic Programming, 175-189, 2008
702008
Parameter learning in probabilistic databases: A least squares approach
B Gutmann, A Kimmig, K Kersting, L De Raedt
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
702008
Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt
Advances in Neural Information Processing Systems, 3749-3759, 2018
602018
A flexible framework for probabilistic models of social trust
B Huang, A Kimmig, L Getoor, J Golbeck
International conference on social computing, behavioral-cultural modeling …, 2013
552013
Towards digesting the alphabet-soup of statistical relational learning
L De Raedt, B Demoen, D Fierens, B Gutmann, G Janssens, A Kimmig, ...
NIPS* 2008 Workshop Probabilistic Programming, Date: 2008/12/13-2008/12/13 …, 2008
532008
Compressing probabilistic Prolog programs
L De Raedt, K Kersting, A Kimmig, K Revoredo, H Toivonen
Machine Learning 70 (2-3), 151-168, 2008
402008
An algebraic Prolog for reasoning about possible worlds
A Kimmig, G Van den Broeck, L De Raedt
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
352011
Subgraph pattern matching over uncertain graphs with identity linkage uncertainty
WE Moustafa, A Kimmig, A Deshpande, L Getoor
2014 IEEE 30th International Conference on Data Engineering, 904-915, 2014
332014
Problog2: Probabilistic logic programming
A Dries, A Kimmig, W Meert, J Renkens, G Van den Broeck, J Vlasselaer, ...
Joint european conference on machine learning and knowledge discovery in …, 2015
302015
Probabilistic explanation based learning
A Kimmig, L De Raedt, H Toivonen
European Conference on Machine Learning, 176-187, 2007
292007
Anytime inference in probabilistic logic programs with Tp-compilation
J Vlasselaer, G Van den Broeck, A Kimmig, W Meert, L De Raedt
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
272015
Probabilistic programming concepts
L De Raedt, A Kimmig
arXiv preprint arXiv:1312.4328, 2013
272013
Algebraic model counting
A Kimmig, GV Broeck, L De Raedt
arXiv preprint arXiv:1211.4475, 2012
26*2012
TP-Compilation for inference in probabilistic logic programs
J Vlasselaer, G Van den Broeck, A Kimmig, W Meert, L De Raedt
International Journal of Approximate Reasoning 78, 15-32, 2016
202016
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