@article{nonconvexstochasticoptimizationunderheav, title = {Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping}, author = {Zijian Liu and Zhengyuan Zhou}, year = {2024}, eprint = {2412.19529}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.19529v4}, }