Efficiently Learning Probabilistic Logical Models by Cheaply Ranking Mined Rules

Jonathan Feldstein, Dominic Phillips, Efthymia Tsamoura

Probabilistic logical models are a core component of neurosymbolic AI and are important in their own right for tasks that require high explainability. Unlike neural networks, logic…