Tight Lower Bounds and Optimal Algorithms for Stochastic Nonconvex Optimization with Heavy-Tailed Noise

Documenti analoghi

• A Nesterov-Accelerated Primal-Dual Splitting Algorithm for Convex Nonsmooth Optimization
  di: Condat, Laurent, et al.
  Pubblicazione: (2026)
• Stochastic Proximal Point Methods for Monotone Inclusions under Expected Similarity
  di: Sadiev, Abdurakhmon, et al.
  Pubblicazione: (2024)
• A Unified Primal-Dual Recipe for Accelerating Three-Operator Splitting Methods
  di: Sadiev, Abdurakhmon, et al.
  Pubblicazione: (2026)
• Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
  di: Sadiev, Abdurakhmon, et al.
  Pubblicazione: (2025)
• Convergence Analysis of the PAGE Stochastic Algorithm for Weakly Convex Finite-Sum Optimization
  di: Condat, Laurent, et al.
  Pubblicazione: (2025)