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most citedData Banzhaf: A Robust Data Valuation Framework for Machine Learning

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cs.DS2024

Efficient Data Shapley for Weighted Nearest Neighbor Algorithms

Jiachen T. Wang, Prateek Mittal, Ruoxi Jia

This work aims to address an open problem in data valuation literature concerning the efficient computation of Data Shapley for weighted nearest neighbor algorithm (WKNN-Shaple…