@inproceedings{statisticaloptimalityofstochasticgradien, title = {Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes}, author = {Loucas Pillaud-Vivien and Alessandro Rudi and Francis Bach}, year = {2018}, booktitle = {NeurIPS 2018 12}, eprint = {1805.10074}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1805.10074v3}, }