The use of factual/counterfactual comparisons—that is, estimating the difference between what actually happened and what would have happened absent an event—is a fundamental tool in the economists’ ...
This dissertation proposal focuses on explaining the risks and uncertainties surrounding AI predictions. The dissertation presents three studies: (1) Counterfactual Explanations for Incorrect ...