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Angelika Kimmig
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ProbLog: A Probabilistic Prolog and Its Application in Link Discovery.
L De Raedt, A Kimmig, H Toivonen
IJCAI 7, 2462-2467, 2007
8912007
Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt
Advances in Neural Information Processing Systems 31, 2018
3322018
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
2732012
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
1992011
Probabilistic (logic) programming concepts
L De Raedt, A Kimmig
Machine Learning 100 (1), 5-47, 2015
1892015
Lifted graphical models: a survey
A Kimmig, L Mihalkova, L Getoor
Machine Learning 99 (1), 1-45, 2015
1052015
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
872011
Parameter learning in probabilistic databases: A least squares approach
B Gutmann, A Kimmig, K Kersting, LD Raedt
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
782008
On the efficient execution of ProbLog programs
A Kimmig, V Santos Costa, R Rocha, B Demoen, LD Raedt
International Conference on Logic Programming, 175-189, 2008
752008
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
712011
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
632013
Algebraic model counting
A Kimmig, GV Broeck, L De Raedt
arXiv preprint arXiv:1211.4475, 2012
60*2012
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
552008
Problog2: Probabilistic logic programming
A Dries, A Kimmig, W Meert, J Renkens, GV Broeck, J Vlasselaer, ...
Joint european conference on machine learning and knowledge discovery in …, 2015
522015
Algebraic model counting
A Kimmig, G Van den Broeck, L De Raedt
Journal of Applied Logic 22, 46-62, 2017
492017
Compressing probabilistic Prolog programs
L De Raedt, K Kersting, A Kimmig, K Revoredo, H Toivonen
Machine Learning 70 (2), 151-168, 2008
492008
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
392015
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
372014
Neuro-symbolic= neural+ logical+ probabilistic
L De Raedt, R Manhaeve, S Dumancic, T Demeester, A Kimmig
NeSy'19@ IJCAI, the 14th International Workshop on Neural-Symbolic Learning …, 2019
332019
Probabilistic explanation based learning
A Kimmig, LD Raedt, H Toivonen
European Conference on Machine Learning, 176-187, 2007
312007
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