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08/18/2023
Learning MDL logic programs from noisy data
Many inductive logic programming approaches struggle to learn programs f...
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08/16/2023
Learning Logic Programs by Discovering Higher-Order Abstractions
Discovering novel abstractions is important for human-level AI. We intro...
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10/03/2022
Relational program synthesis with numerical reasoning
Program synthesis approaches struggle to learn programs with numerical v...
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08/05/2022
Learning programs with magic values
A magic value in a program is a constant symbol that is essential for th...
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02/20/2022
Learning logic programs by discovering where not to search
The goal of inductive logic programming (ILP) is to search for a hypothe...
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09/09/2020
Beneficial and Harmful Explanatory Machine Learning
Given the recent successes of Deep Learning in AI there has been increas...
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02/26/2019