Learning logic programs by discovering where not to search
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 discovers "where not to search". We use given BK to...
Glavni autori: | Cropper, A, Hocquette, C |
---|---|
Format: | Conference item |
Jezik: | English |
Izdano: |
Association for the Advancement of Artificial Intelligence
2023
|
Slični predmeti
-
Learning logic programs by discovering higher-order abstractions
od: Hocquette, C, i dr.
Izdano: (2024) -
Learning logic programs by combining programs
od: Cropper, A, i dr.
Izdano: (2023) -
Learning MDL logic programs from noisy data
od: Hocquette, C, i dr.
Izdano: (2024) -
Learning programs with magic values
od: Hocquette, MEJ, i dr.
Izdano: (2023) -
Learning big logical rules by joining small rules
od: Hocquette, C, i dr.
Izdano: (2024)