Exact and Certified Data Shapley for Weighted Nearest Neighbor Regression.

arXiv:2607.11956v3 Announce Type: replace-cross Abstract: Data Shapley can be computed exactly and efficiently for unweighted K-nearest-neighbor (KNN) models, the basis of the popular KNN-Shapley. For weighted KNN, however, efficient exact algorithms are known