@inproceedings{190503684, title = {Data-dependent Sample Complexity of Deep Neural Networks via Lipschitz Augmentation}, author = {Colin Wei and Tengyu Ma}, year = {2019}, booktitle = {NeurIPS 2019 12}, eprint = {1905.03684}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1905.03684v3}, }