A Probabilistic Consensus-Driven Approach for Robust Counterfactual Explanations
arXiv:2604.17494v1 Announce Type: new
Abstract: Counterfactual explanations (CFEs) are essential for interpreting black-box models, yet they often become invalid when models are slightly changed. Existing methods for generating robust CFEs are often l…