Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle

Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg. Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle. Journal of Machine Learning Research, 17, 2016. [doi]