These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.
Beta Shapley
Beta Shapley is a unified data valuation framework that naturally arises from Data Shapley by relaxing the efficiency axiom. The Beta(α, β)-Shapley value considers the pair of hyperparameters (α, β) which decides the weight distribution on [n]. Beta(1,1)-Shapley is the original data Shapley.
About the metric
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