Speeding Up Distributed Machine Learning Using Codes

Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran. Speeding Up Distributed Machine Learning Using Codes. IEEE Transactions on Information Theory, 64(3):1514-1529, 2018. [doi]

@article{LeeLPPR18,
  title = {Speeding Up Distributed Machine Learning Using Codes},
  author = {Kangwook Lee and Maximilian Lam and Ramtin Pedarsani and Dimitris S. Papailiopoulos and Kannan Ramchandran},
  year = {2018},
  doi = {10.1109/TIT.2017.2736066},
  url = {https://doi.org/10.1109/TIT.2017.2736066},
  researchr = {https://researchr.org/publication/LeeLPPR18},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Theory},
  volume = {64},
  number = {3},
  pages = {1514-1529},
}