Faster Rates of Convergence to Stationary Points in Differentially Private Optimization

Raman Arora, Raef Bassily, Tomás González +3

We study the problem of approximating stationary points of Lipschitz and smooth functions under $(\epsilon ,\delta )$-differential privacy (DP) in both the finite-sum and stochastic se…