Generating Likely Counterfactuals Using Sum-Product Networks

Jiri Nemecek, Tomas Pevny, Jakub Marecek

The need to explain decisions made by AI systems is driven by both recent regulation and user demand. The decisions are often explainable only post hoc. In counterfactual explanati…