Faster-ce: fast, sparse, transparent, and robust counterfactual explanations
Counterfactual explanations were first introduced as a human-centric way to understand
model behavior. While validity remains core to the counterfactual explanation definition …
model behavior. While validity remains core to the counterfactual explanation definition …
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations
S Sharma, AH Gee, J Henderson, J Ghosh - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Counterfactual explanations have substantially increased in popularity in the past few years
as a useful human-centric way of understanding individual black-box model predictions …
as a useful human-centric way of understanding individual black-box model predictions …