| ProbLog: A probabilistic Prolog and its application in link discovery L De Raedt, A Kimmig, H Toivonen, M Veloso IJCAI 2007, Proceedings of the 20th international joint conference on …, 2007 | 1251 | 2007 |
| Deepproblog: Neural probabilistic logic programming R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt Advances in neural information processing systems 31, 2018 | 900 | 2018 |
| A short introduction to probabilistic soft logic A Kimmig, S Bach, M Broecheler, B Huang, L Getoor, V Mansinghka, ... Proceedings of the NIPS workshop on probabilistic programming: foundations …, 2012 | 339 | 2012 |
| Probabilistic (logic) programming concepts L De Raedt, A Kimmig Machine Learning 100 (1), 5-47, 2015 | 317 | 2015 |
| 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 | 242 | 2011 |
| Neural probabilistic logic programming in DeepProbLog R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt Artificial Intelligence 298, 103504, 2021 | 233 | 2021 |
| Algebraic model counting A Kimmig, GV Broeck, L De Raedt arXiv preprint arXiv:1211.4475, 2012 | 129* | 2012 |
| Lifted graphical models: a survey A Kimmig, L Mihalkova, L Getoor Machine Learning 99 (1), 1-45, 2015 | 128 | 2015 |
| Algebraic model counting A Kimmig, G Van den Broeck, L De Raedt Journal of Applied Logic 22, 46-62, 2017 | 112 | 2017 |
| 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 | 107 | 2011 |
| Neuro-Symbolic= Neural+ Logical+ Probabilistic. L De Raedt, R Manhaeve, S Dumancic, T Demeester, A Kimmig NeSy@ IJCAI, 2019 | 104 | 2019 |
| 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 | 98 | 2011 |
| 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 | 96 | 2008 |
| 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 | 88 | 2015 |
| On the efficient execution of ProbLog programs A Kimmig, V Santos Costa, R Rocha, B Demoen, L De Raedt International Conference on Logic Programming, 175-189, 2008 | 83 | 2008 |
| 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 | 72 | 2013 |
| 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 | 64 | 2008 |
| Compressing probabilistic Prolog programs L De Raedt, K Kersting, A Kimmig, K Revoredo, H Toivonen Machine learning 70 (2), 151-168, 2008 | 55 | 2008 |
| 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 | 53 | 2016 |
| Anytime inference in probabilistic logic programs with Tp-compilation J Vlasselaer, G Van den Broeck, A Kimmig, W Meert, L De Raedt, Q Yang, ... Proceedings of 24th International Joint Conference on Artificial …, 2015 | 50 | 2015 |
