Minibatch vs Local SGD for Heterogeneous Distributed Learning

Blake E. Woodworth, Kumar Kshitij Patel, Nati Srebro. Minibatch vs Local SGD for Heterogeneous Distributed Learning. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{WoodworthPS20,
  title = {Minibatch vs Local SGD for Heterogeneous Distributed Learning},
  author = {Blake E. Woodworth and Kumar Kshitij Patel and Nati Srebro},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/45713f6ff2041d3fdfae927b82488db8-Abstract.html},
  researchr = {https://researchr.org/publication/WoodworthPS20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}