RelaySum for Decentralized Deep Learning on Heterogeneous Data

Thijs Vogels, Lie He, Anastasia Koloskova, Sai Praneeth Karimireddy, Tao Lin 0004, Sebastian U. Stich, Martin Jaggi. RelaySum for Decentralized Deep Learning on Heterogeneous Data. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 28004-28015, 2021. [doi]

@inproceedings{VogelsHKKLSJ21,
  title = {RelaySum for Decentralized Deep Learning on Heterogeneous Data},
  author = {Thijs Vogels and Lie He and Anastasia Koloskova and Sai Praneeth Karimireddy and Tao Lin 0004 and Sebastian U. Stich and Martin Jaggi},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/ebbdfea212e3a756a1fded7b35578525-Abstract.html},
  researchr = {https://researchr.org/publication/VogelsHKKLSJ21},
  cites = {0},
  citedby = {0},
  pages = {28004-28015},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}