@article{theeffectsofmildoverparameterizationon, title = {The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks}, author = {Itay Safran and Gilad Yehudai and Ohad Shamir}, year = {2020}, eprint = {2006.01005}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2006.01005v2}, }