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It is found that traditional data auditing mechanisms cannot solely address data devaluation; hence, the Citizen-centered Cross-institutional Data Audit (CCDA) is proposed, which discusses design and policy implications of CCDA in HCI and datafied citizen services.
This work defines a class of nonnegative, mass-preserving, resolution-faithful continuous encoders and proves that every encoder in this class has global L1 sensitivity at least 2/Delta, where Delta denotes bin width, and shows that linear two-bin interpolation attains this limit.
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