Accelerating Stochastic Gradient Descent using Predictive Variance Reduction

Rie Johnson, Tong Zhang 0001. Accelerating Stochastic Gradient Descent using Predictive Variance Reduction. In Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. pages 315-323, 2013. [doi]

@inproceedings{Johnson013,
  title = {Accelerating Stochastic Gradient Descent using Predictive Variance Reduction},
  author = {Rie Johnson and Tong Zhang 0001},
  year = {2013},
  url = {http://papers.nips.cc/paper/4937-accelerating-stochastic-gradient-descent-using-predictive-variance-reduction},
  researchr = {https://researchr.org/publication/Johnson013},
  cites = {0},
  citedby = {0},
  pages = {315-323},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  editor = {Christopher J. C. Burges and Léon Bottou and Zoubin Ghahramani and Kilian Q. Weinberger},
}