most citedShapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors

3 citations · 3 across the 1 of their papers we have counts for

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cs.LG2023★ 3 cited

Shapley-Based Data Valuation with Mutual Information: A Key to Modified K-Nearest Neighbors

Mohammad Ali Vahedifar, Azim Akhtarshenas, Mohammad Mohammadi Rafatpanah +1

The K-Nearest Neighbors (KNN) algorithm is widely used for classification and regression; however, it suffers from limitations, including the equal treatment of all samples. We pro…