Penn State University
Yingtai Xiao, Guanlin He, Danfeng Zhang, Daniel Kifer
differential privacy;marginals;matrix mechanism;scalability
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions