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cs.DS2019★ 4 cited
Private Rank Aggregation under Local Differential Privacy
Ziqi Yan, Gang Li, Jiqiang Liu
As a method for answer aggregation in crowdsourced data management, rank aggregation aims to combine different agents' answers or preferences over the given alternatives into an ag…
cs.DS2017★ 7 cited
PrivMin: Differentially Private MinHash for Jaccard Similarity Computation
Ziqi Yan, Jiqiang Liu, Gang Li +2
In many industrial applications of big data, the Jaccard Similarity Computation has been widely used to measure the distance between two profiles or sets respectively owned by two…