New Convergence Aspects of Stochastic Gradient Algorithms

Lam M. Nguyen, Phuong Ha Nguyen, Peter Richtárik, Katya Scheinberg, Martin Takác, Marten van Dijk. New Convergence Aspects of Stochastic Gradient Algorithms. Journal of Machine Learning Research, 20, 2019. [doi]

@article{NguyenNRSTD19,
  title = {New Convergence Aspects of Stochastic Gradient Algorithms},
  author = {Lam M. Nguyen and Phuong Ha Nguyen and Peter Richtárik and Katya Scheinberg and Martin Takác and Marten van Dijk},
  year = {2019},
  url = {http://jmlr.org/papers/v20/18-759.html},
  researchr = {https://researchr.org/publication/NguyenNRSTD19},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {20},
}