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Researcher
Guy Van den Broeck
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Distributed computing, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences
Affiliations
- Informatics Section (Division)
Member
From1 Sep 2009 → 31 Aug 2015
Projects
1 - 3 of 3
- Accelerating Inference in Probabilistic Programs and DatabasesFrom1 Jan 2015 → 31 Dec 2018Funding: FWO research project (including WEAVE projects)
- Exploiting symmetries for inference and learning.From1 Oct 2013 → 30 Sep 2016Funding: FWO fellowships
- Learning and decision theory in relational dynamic domains.From1 Oct 2009 → 30 Sep 2013Funding: FWO fellowships
Publications
1 - 10 of 53
- Lifted generative learning of Markov logic networks(2016)
Authors: Jan Van Haaren, Guy Van den Broeck, Wannes Meert, Jesse Davis
Pages: 27 - 55 - Exploiting local and repeated structure in dynamic Bayesian networks(2016)
Authors: Jonas Vlasselaer, Wannes Meert, Guy Van den Broeck, Luc De Raedt
Pages: 43 - 53 - ProbLog2: Probabilistic logic programming(2015)
Authors: Anton Dries, Angelika Kimmig, Wannes Meert, Joris Renkens, Guy Van den Broeck, Jonas Vlasselaer, Luc De Raedt
Pages: 312 - 315 - Anytime inference in probabilistic logic programs with Tp-compilation(2015)
Authors: Jonas Vlasselaer, Guy Van den Broeck, Angelika Kimmig, Wannes Meert, Luc De Raedt
Pages: 1852 - 1858 - Anytime inference in probabilistic logic programs with Tp-compilation(2015)
Authors: Jonas Vlasselaer, Guy Van den Broeck, Angelika Kimmig, Wannes Meert, Luc De Raedt
Pages: 1852 - 1858 - Probabilistic inference in hybrid domains by weighted model integration(2015)
Authors: Vaishak Belle, Guy Van den Broeck
Pages: 2770 - 2776 - Hashing-based approximate probabilistic inference in hybrid domains(2015)
Authors: Vaishak Belle, Guy Van den Broeck
Pages: 141 - 150 - Probabilistic inference in hybrid domains by weighted model integration(2015)
Authors: Vaishak Belle, Andrea Passerini, Guy Van den Broeck
Pages: 2770 - 2776 - Tractable Learning for structured probability spaces: A case study in learning preference distributions(2015)
Authors: Guy Van den Broeck
Pages: 2861 - 2868 - Hashing-based approximate probabilistic inference in hybrid domains(2015)
Authors: Vaishak Belle, Guy Van den Broeck, Andrea Passerini
Pages: 141 - 150