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stat.ME2022
Differentially Private Multivariate Statistics with an Application to Contingency Table Analysis
Minwoo Kim, Jonghyeok Lee, Seung Woo Kwak +1
Differential privacy (DP) has become a rigorous central concept for privacy protection in the past decade. We use Gaussian differential privacy (GDP) in gauging the level of privac…
stat.ME2022
Variable selection and basis learning for ordinal classification
Minwoo Kim, Sangil Han, Jeongyoun Ahn +1
We propose a method for variable selection and basis learning for high-dimensional classification with ordinal responses. The proposed method extends sparse multiclass linear discr…