@conference{balles2018dissecting, title = {Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients}, author = {Balles, L. and Hennig, P.}, booktitle = {Proceedings of the 35th International Conference on Machine Learning (ICML)}, volume = {80}, pages = {404--413}, series = {Proceedings of Machine Learning Research}, editors = {Jennifer Dy and Andreas Krause}, publisher = {PMLR}, month = jul, year = {2018}, doi = {}, url = {http://proceedings.mlr.press/v80/balles18a.html}, month_numeric = {7} }