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

Andrew LowyMeisam Razaviyayn
Published in: CoRR (2022)
Keyphrases
  • stochastic optimization
  • globally optimal
  • piecewise linear
  • semi infinite programming
  • convex optimization
  • optimal solution
  • multistage
  • convex hull
  • lower bound
  • expected loss
  • convex sets