ProbLog2: Probabilistic Logic Programming

By Anton Dries, Angelika Kimmig, Wannes Meert, Joris Renkens, Guy Van den Broeck, Jonas Vlasselaer, Luc De Raedt. 2015

60 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Angelika Kimmig
2. Sebastijan Dumancic
3. Luc De Raedt
4. Robin Manhaeve
5. Thomas Demeester
6. Adnan Darwiche
7. Vaishak Belle
8. Kristian Kersting

In Signal Processing

1. Luc De Raedt
2. Angelika Kimmig
3. Thomas Demeester
4. Sebastijan Dumancic
5. Robin Manhaeve
6. Adnan Darwiche
7. Vaishak Belle
8. Guy Van den Broeck

Citations in the corpus

• DeepProbLog: Neural Probabilistic Logic Programming (2018, methodology): “For the implementation we integrated ProbLog2 [Dries et al., 2015] with PyTorch [Paszke et al., 2017].”
• Three Modern Roles for Logic in AI (2020, background): “This is particularly the case for the MAR problem and for distributions that are specified by representations that go beyond Bayesian networks; see, e.g., [35, 47, 50].”