2025 "heavy-tailed noise" Papers
3 papers found
Adaptive Variance Inflation in Thompson Sampling: Efficiency, Safety, Robustness, and Beyond
Feng Zhu, David Simchi-Levi
NeurIPS 2025poster
Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping
Zijian Liu, Zhengyuan Zhou
ICLR 2025posterarXiv:2412.19529
23
citations
Regularized least squares learning with heavy-tailed noise is minimax optimal
Mattes Mollenhauer, Nicole Muecke, Dimitri Meunier et al.
NeurIPS 2025spotlightarXiv:2505.14214
1
citations