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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
10642007
Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt
Advances in neural information processing systems 31, 2018
5852018
A short introduction to probabilistic soft logic
A Kimmig, S Bach, M Broecheler, B Huang, L Getoor
NIPS Workshop on probabilistic programming: Foundations and applications 1, 3, 2012
3182012
Probabilistic (logic) programming concepts
L De Raedt, A Kimmig
Machine Learning 100, 5-47, 2015
2602015
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
2212011
Neural probabilistic logic programming in DeepProbLog
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
Artificial Intelligence 298, 103504, 2021
1182021
Lifted graphical models: a survey
A Kimmig, L Mihalkova, L Getoor
Machine Learning 99, 1-45, 2015
1142015
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
1022011
Algebraic model counting
A Kimmig, GV Broeck, L De Raedt
arXiv preprint arXiv:1211.4475, 2012
91*2012
Parameter learning in probabilistic databases: A least squares approach
B Gutmann, A Kimmig, K Kersting, L De Raedt
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2008
882008
An algebraic Prolog for reasoning about possible worlds
A Kimmig, G Van den Broeck, L De Raedt
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 209-214, 2011
862011
Algebraic model counting
A Kimmig, G Van den Broeck, L De Raedt
Journal of Applied Logic 22, 46-62, 2017
762017
On the efficient execution of ProbLog programs
A Kimmig, V Santos Costa, R Rocha, B Demoen, L De Raedt
Logic Programming: 24th International Conference, ICLP 2008 Udine, Italy …, 2008
762008
Problog2: Probabilistic logic programming
A Dries, A Kimmig, W Meert, J Renkens, G Van den Broeck, J Vlasselaer, ...
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
682015
A flexible framework for probabilistic models of social trust
B Huang, A Kimmig, L Getoor, J Golbeck
Social Computing, Behavioral-Cultural Modeling and Prediction: 6th …, 2013
642013
Neuro-Symbolic= Neural+ Logical+ Probabilistic.
L De Raedt, R Manhaeve, S Dumancic, T Demeester, A Kimmig
NeSy@ IJCAI, 2019
632019
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
582008
Compressing probabilistic Prolog programs
L De Raedt, K Kersting, A Kimmig, K Revoredo, H Toivonen
Machine learning 70, 151-168, 2008
542008
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
462015
New liftable classes for first-order probabilistic inference
SM Kazemi, A Kimmig, G Van den Broeck, D Poole
Advances in Neural Information Processing Systems 29, 2016
432016
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