Céline Hocquette

Learning Logic Programs by Discovering Where Not to Search

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

The goal of inductive logic programming (ILP) is to search for a hypothesis that generalises training examples and background knowledge (BK). To improve performance, we introduce an approach that, before searching for a hypothesis, first …