3 citations · 3 across the 10 of their papers we have counts for
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cs.LO2023
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming
Kilian Rückschloß, Felix Weitkämper
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 counterf…
cs.LO2023
On the Independencies Hidden in the Structure of a Probabilistic Logic Program
Kilian Rückschloß, Felix Weitkämper
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 ne…
cs.LO2022★ 3 cited
On the relative asymptotic expressivity of inference frameworks
Vera Koponen, Felix Weitkämper
We consider logics with truth values in the unit interval . Such logics are used to define queries and to define probability distributions. In this context the notion of alm…