| Lifted relational neural networks: Efficient learning of latent relational structures G Sourek, V Aschenbrenner, F Zelezny, S Schockaert, O Kuzelka Journal of Artificial Intelligence Research 62, 69-100, 2018 | 162 | 2018 |
| Neural markov logic networks G Marra, O Kuželka Uncertainty in Artificial Intelligence, 908-917, 2021 | 65 | 2021 |
| Block-wise construction of tree-like relational features with monotone reducibility and redundancy O Kuželka, F Železný Machine Learning 83, 163-192, 2011 | 47 | 2011 |
| A restarted strategy for efficient subsumption testing O Kuželka, F Železný Fundamenta Informaticae 89 (1), 95-109, 2008 | 37 | 2008 |
| Weighted first-order model counting in the two-variable fragment with counting quantifiers O Kuzelka Journal of Artificial Intelligence Research 70, 1281-1307, 2021 | 33 | 2021 |
| Lifted relational neural networks G Šourek, V Aschenbrenner, F Zelezný, O Kuzelka Proceedings of the NIPS Workshop on Cognitive Computation: Integrating …, 2015 | 30 | 2015 |
| Relational marginal problems: Theory and estimation O Kuželka, Y Wang, J Davis, S Schockaert Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 26 | 2018 |
| Prediction of DNA-binding propensity of proteins by the ball-histogram method using automatic template search A Szabóová, O Kuželka, F Železný, J Tolar BMC bioinformatics 13, 1-11, 2012 | 23 | 2012 |
| Hifi: Tractable propositionalization through hierarchical feature construction O Kuželka, F Železný Late breaking papers, the 18th international conference on inductive logic …, 2008 | 23 | 2008 |
| Lifted inference with tree axioms T Van Bremen, O Kuželka Artificial Intelligence, 103997, 2023 | 22 | 2023 |
| Faster lifting for two-variable logic using cell graphs T Van Bremen, O Kuželka Uncertainty in Artificial Intelligence, 1393-1402, 2021 | 20 | 2021 |
| Encoding Markov logic networks in possibilistic logic O Kuzelka, J Davis, S Schockaert arXiv preprint arXiv:1506.01432, 2015 | 20 | 2015 |
| Lossless compression of structured convolutional models via lifting G Sourek, F Zelezny, O Kuzelka arXiv preprint arXiv:2007.06567, 2020 | 19 | 2020 |
| Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption O Kuželka, J Davis Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial …, 2019 | 19 | 2019 |
| Beyond graph neural networks with lifted relational neural networks G Šourek, F Železný, O Kuželka Machine Learning 110 (7), 1695-1738, 2021 | 18 | 2021 |
| Learning predictive categories using lifted relational neural networks G Šourek, S Manandhar, F Železný, S Schockaert, O Kuželka Inductive Logic Programming: 26th International Conference, ILP 2016, London …, 2017 | 17 | 2017 |
| Induction of interpretable possibilistic logic theories from relational data O Kuzelka, J Davis, S Schockaert arXiv preprint arXiv:1705.07095, 2017 | 16 | 2017 |
| Block-wise construction of acyclic relational features with monotone irreducibility and relevancy properties O Kuželka, F Železný Proceedings of the 26th annual international conference on machine learning …, 2009 | 16 | 2009 |
| Fast estimation of first-order clause coverage through randomization and maximum likelihood O Kuželka, F Železný Proceedings of the 25th international conference on Machine learning, 504-511, 2008 | 16 | 2008 |
| Lifted inference with linear order axiom J Tóth, O Kuželka Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12295 …, 2023 | 14 | 2023 |
Filip ZeleznyCzech Technical University in PragueEmail confirmado em fel.cvut.czAndrea SzabóováCTU in PragueEmail confirmado em fel.cvut.cz
Vojtech AschenbrennerUniversity of Wisconsin–MadisonEmail confirmado em cs.wisc.edu
Jakub TolarUniversity of MinnesotaEmail confirmado em umn.edu
Giuseppe MarraKU LeuvenEmail confirmado em kuleuven.be
Yuanhong WangAssistant Professor, Jilin UniversityEmail confirmado em jlu.edu.cn
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityEmail confirmado em cs.kuleuven.be
Nitesh KumarLecturer, Cardiff UniversityEmail confirmado em cs.kuleuven.be
Suresh ManandharWiseyakEmail confirmado em wiseyak.com
Jean Christoph JungTU Dortmund UniversityEmail confirmado em tu-dortmund.de
Víctor Gutiérrez BasultoCardiff UniversityEmail confirmado em cardiff.ac.uk
Guy Van den BroeckProfessor and Samueli Fellow, UCLAEmail confirmado em cs.ucla.edu
Arcchit JainPhD Student, AI, KU LeuvenEmail confirmado em kuleuven.be
Tal FriedmanPhD Student, UCLAEmail confirmado em cs.ucla.edu
