Concisely Explaining the Doubt: Minimum-Size Abductive Explanations for Linear Models with a Reject Option

Gleilson Pedro Fernandes, Thiago Alves Rocha

Trustworthiness in artificial intelligence depends not only on what a model decides, but also on how it handles and explains cases in which a reliable decision cannot be made. In c…