Felix Weitkaemper

How Rules Represent Causal Knowledge: Causal Modeling with Probabilistic Logic Programming

Kilian Rueckschloss, Felix Weitkaemper

Pearl famously argues that causal knowledge enables the prediction of intervention effects. By contrast, purely descriptive knowledge supports only conclusions drawn from observations. His theory of causality, however, is developed exclusively within Bayesian networks and causal…Read more