arXiv stat.ML
· Papers
MinShap: A Shapley-Based Framework for Feature Redundancy
arXiv:2604.15107v2 Announce Type: replace Abstract: Shapley values provide a flexible framework for attributing feature contributions to model predictions, but they are not naturally suited for feature selection: a feature may receive a positive attribution even when it is redundant given the remaining variables. In th