Learning logic programs through divide, constrain, and conquer

We introduce an inductive logic programming approach that combines classical divide-and-conquer search with modern constraint-driven search. Our anytime approach can learn optimal, recursive, and large programs and supports predicate invention. Our experiments on three domains (classification, induc...

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Hlavní autor: Cropper, A
Médium: Conference item
Jazyk:English
Vydáno: Association for the Advancement of Artificial Intelligence 2022