Faster Rates of Convergence to Stationary Points in Differentially Private Optimization. (arXiv:2206.00846v2 [cs.LG] UPDATED)
We study the problem of approximating stationary points of Lipschitz and smooth functions under $(varepsilon,delta)$-differential privacy (DP) in both the...