Learning programs with magic values

DOI10.1007/s10994-022-06274-warXiv2208.03238MaRDI QIDQ6161212

Andrew Cropper, Céline Hocquette

Publication date: 27 June 2023

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2208.03238

zbMATH Keywords

inductive logic programmingrelational learningprogram inductionprogramming synthesis

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• First order regression
• Top-down induction of first-order logical decision trees
• Learning programs by learning from failures
• Logical reduction of metarules
• Inductive general game playing
• Making sense of sensory input
• Meta-interpretive learning: application to grammatical inference
• Quantitative pharmacophore models with inductive logic programming
• Learnability and the Vapnik-Chervonenkis dimension
• Numerical reasoning with an ILP system capable of lazy evaluation and customised search
• Inductive Logic Programming: Theory and methods
• Exploiting Answer Set Programming with External Sources for Meta-Interpretive Learning
• Learning Explanatory Rules from Noisy Data
• Inductive Logic Programming At 30: A New Introduction
• Inductive logic programming

This page was built for publication: Learning programs with magic values