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cs.AI2022
The generalised distribution semantics and projective families of distributions
Felix Weitkämper
We generalise the distribution semantics underpinning probabilistic logic programming by distilling its essential concept, the separation of a free random component and a determini…
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…
cs.AI2022
Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies
Felix Weitkämper
Dependencies on the relative frequency of a state in the domain are common when modelling probabilistic dependencies on relational data. For instance, the likelihood of a school cl…