First-Mover Bias in Gradient Boosting Explanations: Mechanism, Detection, and Resolution
arXiv:2603.22346v2 Announce Type: replace-cross
Abstract: We identify first-mover bias — path-dependent concentration of SHAP feature importance from sequential residual fitting in gradient boosting — as a mechanistic contributor to attribution inst…