Learning MDL logic programs from noisy data

Many inductive logic programming approaches struggle to learn programs from noisy data. To overcome this limitation, we introduce an approach that learns minimal description length programs from noisy data, including recursive programs. Our experiments on several domains, including drug design, game...

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Bibliographic Details
Main Authors: Hocquette, C, Niskanen, A, Järvisalo, M, Cropper, A
Format: Conference item
Language:English
Published: Association for the Advancement of Artificial Intelligence 2024