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pro vyhledávání: '"Rückschloß, Kilian"'
Autor:
Rückschloß, Kilian, Weitkämper, Felix
Publikováno v:
EPTCS 385, 2023, pp. 58-64
Probabilistic logic programs are logic programs where some facts hold with a specified probability. Here, we investigate these programs with a causal framework that allows counterfactual queries. Learning the program structure from observational data
Externí odkaz:
http://arxiv.org/abs/2308.15883
Autor:
Rückschloß, Kilian, Weitkämper, Felix
Publikováno v:
EPTCS 385, 2023, pp. 169-182
Pearl and Verma developed d-separation as a widely used graphical criterion to reason about the conditional independencies that are implied by the causal structure of a Bayesian network. As acyclic ground probabilistic logic programs correspond to Ba
Externí odkaz:
http://arxiv.org/abs/2308.15865
Publikováno v:
2023 International Conference on Logic Programming
A ProbLog program is a logic program with facts that only hold with a specified probability. In this contribution we extend this ProbLog language by the ability to answer "What if" queries. Intuitively, a ProbLog program defines a distribution by sol
Externí odkaz:
http://arxiv.org/abs/2305.15318