Data valuation is unstable across imputation methods and can penalize minority groups; the paper proposes DValCards to document and constrain such valuation use.
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A case for data valuation transparency via DValCards
Data valuation is unstable across imputation methods and can penalize minority groups; the paper proposes DValCards to document and constrain such valuation use.