A logical preprocessing step using answer set programming removes impossible rules from the ILP hypothesis space, reducing learning times from hours to seconds while preserving accuracy in visual reasoning and game domains.
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Honey, I shrunk the hypothesis space (through logical preprocessing)
A logical preprocessing step using answer set programming removes impossible rules from the ILP hypothesis space, reducing learning times from hours to seconds while preserving accuracy in visual reasoning and game domains.