Efficient Banzhaf-Based Data Valuation for $k$-Nearest Neighbors Classification

Guangyi Zhang, Lutz Oettershagen, Lixu Wang +1

Data valuation, the task of quantifying the contribution of individual data points to model performance, has emerged as a fundamental challenge in machine learning. Game-theoretic…