@article{ontheglobalconvergenceofgradientdescent1, title = {On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime}, author = {Zhiyan Ding and Shi Chen and Qin Li and Stephen Wright}, year = {2021}, eprint = {2110.02926}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2110.02926v2}, }