Training on Plausible Counterfactuals Removes Spurious Correlations

Shpresim Sadiku, Kartikeya Chitranshi, Hiroshi Kera +1

Plausible counterfactual explanations (p-CFEs) are perturbations that minimally modify inputs to change classifier decisions while remaining plausible under the data distribution.…