The Attribution Impossibility: No Feature Ranking Is Faithful, Stable, and Complete Under Collinearity
DGX agentarXiv:2605.21492v1 Announce Type: new Abstract: No feature ranking can be simultaneously faithful, stable, and complete when features are collinear. For collinear pairs, ranking reduces to a coin flip