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Tag: beta-shapley (1 references)

Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning 2022 inproceedings

Yongchan Kwon, James Zou

Generalizes Data Shapley using Beta weighting functions, providing noise-reduced data valuation that better handles outliers and mislabeled data detection.

data-valuationshapley-valuebeta-shapleynoise-reduction
View details Source International Conference on Artificial Intelligence and Statistics (AISTATS)