Private Stochastic Optimization in the Presence of Outliers: Optimal Rates for (Non-Smooth) Convex Losses and Extension to Non-Convex Losses.

Sat, 01 Jan 2022 00:00:00 +0100

Andrew Lowy, Meisam Razaviyayn:
Private Stochastic Optimization in the Presence of Outliers: Optimal Rates for (Non-Smooth) Convex Losses and Extension to Non-Convex Losses. CoRR abs/2209.07403 (2022)