@article{generalizationerrorboundswith, title = {Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization}, author = {Yi Zhou and Yingbin Liang and Huishuai Zhang}, year = {2018}, eprint = {1802.06903}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1802.06903v3}, }