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Candidate Retention for Abductive Learning

He, Hao-Yuan et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Abductive learning combines neural perception with symbolic reasoning, using explanations generated by abduction to supervise the perception model. Multiple valid explanations of the same symbolic target can assign conflicting labels to the same inputs. Common policies select a single candidate as a
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