@inproceedings{NEURIPS2025_881f8c71, author = {Li, Jiaqi and Lou, Zhipeng and Schmidt-Hieber, Johannes and Wu, Wei Biao}, booktitle = {Advances in Neural Information Processing Systems}, editor = {D. Belgrave and C. Zhang and H. Lin and R. Pascanu and P. Koniusz and M. Ghassemi and N. Chen}, pages = {94854--94890}, publisher = {Curran Associates, Inc.}, title = {Statistical Guarantees for High-Dimensional Stochastic Gradient Descent}, url = {https://proceedings.neurips.cc/paper_files/paper/2025/file/881f8c718896878fb8cdbdc094733213-Paper-Conference.pdf}, volume = {38}, year = {2025} }