@inproceedings{towardsbetterunderstandingofadaptive1,
  title = {Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets},
  author = {Mingrui Liu and Youssef Mroueh and Jerret Ross and Wei zhang and Xiaodong Cui and Payel Das and Tianbao Yang},
  year = {2019},
  booktitle = {ICLR 2020 1},
  eprint = {1912.11940},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1912.11940v2},
}