Guy Van den Broeck

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2019
Позовавания	6235	4590
h-индекс	43	36
i10-индекс	105	94

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2011201220132014201520162017201820192020202120222023202431 72 96 185 244 295 311 360 390 610 819 715 1144 901

Публичен достъп

Преглед на всички

102 статии

2 статии

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityПотвърден имейл адрес: cs.kuleuven.be
Wannes MeertDTAI, KU LeuvenПотвърден имейл адрес: cs.kuleuven.be
Yitao LiangPeking UniversityПотвърден имейл адрес: pku.edu.cn
Antonio VergariReader (Associate Professor), University of Edinburgh, UKПотвърден имейл адрес: ed.ac.uk
YooJung ChoiAssistant Professor, Arizona State UniversityПотвърден имейл адрес: asu.edu
Daan FierensDepartment of Computer Science, KULeuvenПотвърден имейл адрес: cs.kuleuven.be
Angelika KimmigKU LeuvenПотвърден имейл адрес: cs.kuleuven.be
Jesse DavisProfessor, Department of Computer Science, KU LeuvenПотвърден имейл адрес: cs.kuleuven.be
Arthur ChoiKennesaw State UniversityПотвърден имейл адрес: kennesaw.edu
Dan SuciuUniversity of WashingtonПотвърден имейл адрес: cs.washington.edu
Anji LiuPh.D. Student of Computer Science, UCLAПотвърден имейл адрес: cs.ucla.edu
Todd MillsteinProfessor of Computer Science, UCLAПотвърден имейл адрес: cs.ucla.edu
Tal FriedmanPhD Student, UCLAПотвърден имейл адрес: cs.ucla.edu
Steven HoltzenNortheastern UniversityПотвърден имейл адрес: northeastern.edu
Kareem AhmedCS PhD Student at UCLAПотвърден имейл адрес: cs.ucla.edu
Jonas VlasselaerAI Expert at DeltaRayПотвърден имейл адрес: deltaray.eu
Kai-Wei ChangAssociate Professor, UCLAПотвърден имейл адрес: kwchang.net
Honghua ZhangUniversity of California, Los AngelesПотвърден имейл адрес: cs.ucla.edu
Zhe ZengUniversity of California, Los AngelesПотвърден имейл адрес: cs.ucla.edu
Mathias NiepertUniversity of Stuttgart & NEC Labs EuropeПотвърден имейл адрес: ki.uni-stuttgart.de

Следене

Guy Van den Broeck

Professor and Samueli Fellow, UCLA

Потвърден имейл адрес: cs.ucla.edu - Начална страница

Artificial Intelligence Probabilistic Programming Probabilistic Circuits Neurosymbolic AI


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
A semantic loss function for deep learning with symbolic knowledge J Xu, Z Zhang, T Friedman, Y Liang, G Van den Broeck ICML, 2018	534	2018
Inference and learning in probabilistic logic programs using weighted Boolean formulas D Fierens, G Van den Broeck, J Renkens, D Shterionov, B Gutmann, ... Theory and Practice of Logic Programming, 2013	430	2013
Lifted probabilistic inference by first-order knowledge compilation G Van den Broeck, N Taghipour, W Meert, J Davis, L De Raedt International Joint Conference on Artificial Intelligence (IJCAI), 2011	237	2011
On the tractability of SHAP explanations G Van den Broeck, A Lykov, M Schleich, D Suciu Journal of Artificial Intelligence Research 74, 851-886, 2022	202	2022
Probabilistic sentential decision diagrams D Kisa, G Van den Broeck, A Choi, A Darwiche Fourteenth International Conference on the Principles of Knowledge …, 2014	198	2014
Probabilistic inference in hybrid domains by weighted model integration V Belle, A Passerini, G Van den Broeck Proceedings of 24th International Joint Conference on Artificial …, 2015	129	2015
On the completeness of first-order knowledge compilation for lifted probabilistic inference G Van den Broeck Annual Conference on Neural Information Processing Systems (NeurIPS), 2011	124*	2011
Skolemization for Weighted First-Order Model Counting G Van den Broeck, W Meert, A Darwiche Proceedings of the 14th International Conference on Principles of Knowledge …, 2013	119	2013
Learning the structure of probabilistic sentential decision diagrams Y Liang, J Bekker, G Van den Broeck Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence …, 2017	110	2017
Probabilistic circuits: A unifying framework for tractable probabilistic models Y Choi, A Vergari, G Van den Broeck UCLA. URL: http://starai. cs. ucla. edu/papers/ProbCirc20. pdf, 6, 2020	106	2020
Inference in probabilistic logic programs using weighted CNF's D Fierens, G Van den Broeck, I Thon, B Gutmann, L De Raedt Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence …, 2011	106	2011
Monte-Carlo tree search in poker using expected reward distributions G Van den Broeck, K Driessens, J Ramon Advances in Machine Learning, 367-381, 2009	103	2009
Scaling exact inference for discrete probabilistic programs S Holtzen, G Van den Broeck, T Millstein Proceedings of the ACM on Programming Languages 4 (OOPSLA), 1-31, 2020	102*	2020
Inducing probabilistic relational rules from probabilistic examples L De Raedt, A Dries, I Thon, G Van den Broeck, M Verbeke Twenty-fourth international joint conference on artificial intelligence, 2015	97	2015
Algebraic model counting A Kimmig, G Van den Broeck, L De Raedt Journal of Applied Logic 22, 46-62, 2017	95*	2017
On the paradox of learning to reason from data H Zhang, LH Li, T Meng, KW Chang, GV Broeck arXiv preprint arXiv:2205.11502, 2022	91	2022
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference M Niepert, G Van den Broeck AAAI Conference on Artificial Intelligence, 2014	90	2014
An algebraic Prolog for reasoning about possible worlds A Kimmig, G Van den Broeck, L De Raedt AAAI Conference on Artificial Intelligence., 2011	88	2011
DTProbLog: A decision-theoretic probabilistic Prolog G Van den Broeck, I Thon, M van Otterlo, L De Raedt AAAI conference on artificial intelligence (AAAI 2010), 2010	87	2010
Lifted Inference and Learning in Statistical Relational Models G Van den Broeck KU Leuven, 2013	83	2013

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