AVCG: A Generalized Variational Framework for Counterfactual Generation under Hypothesis Distributions

Jamie Duell, Alejandro Jimenez Rodriguez, Mahault Albarracin

Counterfactual explanations formalize "what-if" scenarios by identifying modifications to an input instance that obtain a desired alternative prediction. Traditionally, whether gen…