@inproceedings{dissectingadamthesignmagnitudeand,
  title = {Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients},
  author = {Lukas Balles and Philipp Hennig},
  year = {2017},
  booktitle = {ICML 2018 7},
  eprint = {1705.07774},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1705.07774v4},
}