@inproceedings{timemattersinregularizingdeepnetworks, title = {Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence}, author = {Aditya Golatkar and Alessandro Achille and Stefano Soatto}, year = {2019}, booktitle = {NeurIPS 2019 12}, eprint = {1905.13277}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1905.13277v1}, }