AI RESEARCH
Shapley Value Approximation Based on k-Additive Games
arXiv CS.LG
•
ArXi:2502.04763v2 Announce Type: replace-cross The Shapley value is the prevalent solution for fair division problems in which a payout is to be divided among multiple agents. By adopting a game-theoretic view, the idea of fair division and the Shapley value can also be used in machine learning to quantify the individual contribution of features or data points to the performance of a predictive model.