MIT; Apple
Jason Altschuler, Kunal Talwar
private optimization;convex optimization;noisy-SGD;DP-SGD;stochastic gradient Langevin dynamics;privacy losss
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss