Differentially Private Accelerated Optimization Algorithms

Nurdan Kuru, Ş. İlker Birbil, Mert Gurbuzbalaban +1

We present two classes of differentially private optimization algorithms derived from the well-known accelerated first-order methods. The first algorithm is inspired by Polyak's he…