2022
Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints
AAAI 2022technical
Recent work has unveiled a theory for reasoning about the decisions made by binary classifiers: a classifier describes a Boolean function, and the reasons behind an instance being classified as positive are the prime-implicants of the function that are satisfied by the instance. One drawback of thes…