Differentially Private ADMM Algorithms for Machine Learning

Tao Xu, Fanhua Shang, Yuanyuan Liu +3

In this paper, we study efficient differentially private alternating direction methods of multipliers (ADMM) via gradient perturbation for many machine learning problems. For smoot…