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cs.CR2022
Differentially Private Multi-Party Data Release for Linear Regression
Ruihan Wu, Xin Yang, Yuanshun Yao +4
Differentially Private (DP) data release is a promising technique to disseminate data without compromising the privacy of data subjects. However the majority of prior work has focu…
cs.IT2022
Semi-Nonparametric Estimation of Distribution Divergence in Non-Euclidean Spaces
Chong Xiao Wang, Wee Peng Tay
This paper explores methods for estimating or approximating the total variation distance and the chi-squared divergence of probability measures within topological sample spaces, us…