Learning Logical Rules using Minimum Message Length

Ruben Sharma, Sebastijan Dumančić, Ross D. King +1

Unifying probabilistic and logical learning is a key challenge in AI. We introduce a Bayesian inductive logic programming approach that learns minimum message length hypotheses fro…