Generalisation through negation and predicate invention

The ability to generalise from a small number of examples is a fundamental challenge in machine learning. To tackle this challenge, we introduce an inductive logic programming (ILP) approach that combines negation and predicate invention. Combining these two features allows an ILP system to generali...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Cerna, DM, Cropper, A
Fformat: Conference item
Iaith:English
Cyhoeddwyd: Association for the Advancement of Artificial Intelligence 2024