Saumitra Mishra

GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations

2023 · arXiv (Cornell University)

Counterfactual explanations have been widely studied in explainability, with a range of application dependent methods prominent in fairness, recourse and model understanding. The major shortcoming associated with these methods, however, is their inability to provide …