PrivPareto and PrivAgg extend differentially private selection to multiple objectives by composing the sensitivities of individual utility functions into one private score.
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Differentially Private Multi-objective Selection: Pareto and Aggregation Approaches
PrivPareto and PrivAgg extend differentially private selection to multiple objectives by composing the sensitivities of individual utility functions into one private score.