Meta-Interpretive LEarning with Reuse

• Main Authors: WANG, Rong, SUN, Jun, TIAN, Cong, DUAN, Zhenhua
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: frequent subgraph mining; inductive logic programming; meta-interpretive learning; program synthesis; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8728; https://ink.library.smu.edu.sg/context/sis_research/article/9731/viewcontent/mathematics_12_00916_pvoa_cc_by.pdf
• Institution: Singapore Management University

Inductive Logic Programming (ILP) is a research field at the intersection between machine learning and logic programming, focusing on developing a formal framework for inductively learning relational descriptions in the form of logic programs from examples and background knowledge. As an emerging me...