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cs.DS2019★ 2 cited
Facility Location Problem in Differential Privacy Model Revisited
Yunus Esencayi, Marco Gaboardi, Shi Li +1
In this paper we study the uncapacitated facility location problem in the model of differential privacy (DP) with uniform facility cost. Specifically, we first show that, under the…
cs.DS2018
Locally Private Mean Estimation: Z-test and Tight Confidence Intervals
Marco Gaboardi, Ryan Rogers, Or Sheffet
This work provides tight upper- and lower-bounds for the problem of mean estimation under -differential privacy in the local model, when the input is composed of i.i.d. draw…