On the Impact of the Utility in Semivalue-based Data Valuation

Mélissa Tamine, Benjamin Heymann, Maxime Vono +1

Semivalue-based data valuation uses cooperative-game theory intuitions to assign each data point a value reflecting its contribution to a downstream task. Still, those values depen…