21 citations · 79 across the 19 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
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.LG2019★ 12 cited
Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data
Di Wang, Lijie Hu, Huanyu Zhang +2
In this paper, we study the problem of estimating smooth Generalized Linear Models (GLMs) in the Non-interactive Local Differential Privacy (NLDP) model. Different from its classic…
cs.LG2019★ 3 cited
Differentially Private High Dimensional Sparse Covariance Matrix Estimation
Di Wang, Jinhui Xu
In this paper, we study the problem of estimating the covariance matrix under differential privacy, where the underlying covariance matrix is assumed to be sparse and of high dimen…