Turning 30: New Ideas in Inductive Logic Programming

Andrew Cropper, Sebastijan Dumančić, Stephen H. Muggleton

Common criticisms of state-of-the-art machine learning include poor generalisation, a lack of interpretability, and a need for large amounts of training data. We survey recent work…