@article{signoperatorforcopingwithheavytailed, title = {Sign Operator for Coping with Heavy-Tailed Noise in Non-Convex Optimization: High Probability Bounds Under $(L_0, L_1)$-Smoothness}, author = {Nikita Kornilov and Philip Zmushko and Andrei Semenov and Mark Ikonnikov and Alexander Gasnikov and Alexander Beznosikov}, year = {2025}, eprint = {2502.07923}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.07923v2}, }