Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry

@article{aleksandar2026,
  title        = {{Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry}},
  author       = {Aleksandar Armacki et al.},
  journal      = {SIAM Journal on Optimization},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1137/24m1704154},
}

TY  - JOUR
TI  - Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry
AU  - al., Aleksandar Armacki et
JO  - SIAM Journal on Optimization
PY  - 2026
ER  -

Aleksandar Armacki et al. (2026). Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry. *SIAM Journal on Optimization*. https://doi.org/https://doi.org/10.1137/24m1704154

Aleksandar Armacki et al.. "Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry." *SIAM Journal on Optimization* (2026). https://doi.org/https://doi.org/10.1137/24m1704154.

Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-Tailed Noise and Power of Symmetry
Aleksandar Armacki et al. · SIAM Journal on Optimization · 2026
https://doi.org/https://doi.org/10.1137/24m1704154