Evaluating Counterfactual Explanation Methods on Incomplete Inputs

Francesco Leofante, Daniel Neider, Mustafa Yalçıner

Existing algorithms for generating Counterfactual Explanations (CXs) for Machine Learning (ML) typically assume fully specified inputs. However, real-world data often contains miss…