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Tag: cooperative-game-theory (1 references)

Data Shapley: Equitable Valuation of Data for Machine Learning 2019 inproceedings

Amirata Ghorbani, James Zou

Proposes data Shapley as a metric to quantify the value of each training datum to predictor performance, satisfying equitable data valuation properties from cooperative game theory.

data-valuationshapley-valuedata-attributioncooperative-game-theory
View details Source Proceedings of the 36th International Conference on Machine Learning (ICML)