@inproceedings{NEURIPS2021_69f62956, author = {Li, Zhiyuan and Malladi, Sadhika and Arora, Sanjeev}, booktitle = {Advances in Neural Information Processing Systems}, editor = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, pages = {12712--12725}, publisher = {Curran Associates, Inc.}, title = {On the Validity of Modeling SGD with Stochastic Differential Equations (SDEs)}, url = {https://proceedings.neurips.cc/paper_files/paper/2021/file/69f62956429865909921fa916d61c1f8-Paper.pdf}, volume = {34}, year = {2021} }