Differentially Private SGD with Non-Smooth Losses

Puyu Wang, Yunwen Lei, Yiming Ying +1

In this paper, we are concerned with differentially private {stochastic gradient descent (SGD)} algorithms in the setting of stochastic convex optimization (SCO). Most of the exist…