Random Shuffling Beats SGD after Finite Epochs

Jeff Haochen, Suvrit Sra. Random Shuffling Beats SGD after Finite Epochs. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 2624-2633, PMLR, 2019. [doi]

@inproceedings{HaochenS19,
  title = {Random Shuffling Beats SGD after Finite Epochs},
  author = {Jeff Haochen and Suvrit Sra},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/haochen19a.html},
  researchr = {https://researchr.org/publication/HaochenS19},
  cites = {0},
  citedby = {0},
  pages = {2624-2633},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}