I Bet You Did Not Mean That: Testing Semantic Importance via Betting

Jacopo Teneggi, Jeremias Sulam

Recent works have extended notions of feature importance to semantic concepts that are inherently interpretable to the users interacting with a black-box predictive model. Yet, pre…