@article{largedeviationsandimprovedmeansquared, title = {Large Deviation Upper Bounds and Improved MSE Rates of Nonlinear SGD: Heavy-tailed Noise and Power of Symmetry}, author = {Aleksandar Armacki and Shuhua Yu and Dragana Bajovic and Dusan Jakovetic and Soummya Kar}, year = {2024}, eprint = {2410.15637}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.15637v2}, }