LDP-KwikSort:RR provides locally differentially private rank aggregation, with an error bound under Mallows data and the best empirical utility when each agent answers about half the privacy budget in pairwise queries.
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Private Rank Aggregation under Local Differential Privacy
LDP-KwikSort:RR provides locally differentially private rank aggregation, with an error bound under Mallows data and the best empirical utility when each agent answers about half the privacy budget in pairwise queries.