Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm

Xintao Xia, Linjun Zhang, Zhanrui Cai

Privacy preservation has become a critical concern in high-dimensional data analysis due to the growing prevalence of data-driven applications. Since its proposal, sliced inverse r…