@article{JMLR:v20:18-759,
  author  = {Lam M. Nguyen and Phuong Ha Nguyen and Peter Richt{{\'a}}rik and Katya Scheinberg and Martin Tak{{\'a}}{\v{c}} and Marten van Dijk},
  title   = {New Convergence Aspects of Stochastic Gradient Algorithms},
  journal = {Journal of Machine Learning Research},
  year    = {2019},
  volume  = {20},
  number  = {176},
  pages   = {1--49},
  url     = {http://jmlr.org/papers/v20/18-759.html}
}