@article{nonlinearstochasticgradientdescentand, title = {Nonlinear Stochastic Gradient Descent and Heavy-tailed Noise: A Unified Framework and High-probability Guarantees}, author = {Aleksandar Armacki and Shuhua Yu and Pranay Sharma and Gauri Joshi and Dragana Bajovic and Dusan Jakovetic and Soummya Kar}, year = {2024}, eprint = {2410.13954}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.13954v2}, }