@inproceedings{NEURIPS2019_0e795480, author = {Wei, Colin and Ma, Tengyu}, booktitle = {Advances in Neural Information Processing Systems}, editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett}, pages = {}, publisher = {Curran Associates, Inc.}, title = {Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation}, url = {https://proceedings.neurips.cc/paper_files/paper/2019/file/0e79548081b4bd0df3c77c5ba2c23289-Paper.pdf}, volume = {32}, year = {2019} }