Limits on Gradient Compression for Stochastic Optimization

Prathamesh Mayekar, Himanshu Tyagi. Limits on Gradient Compression for Stochastic Optimization. In IEEE International Symposium on Information Theory, ISIT 2020, Los Angeles, CA, USA, June 21-26, 2020. pages 2658-2663, IEEE, 2020. [doi]

@inproceedings{MayekarT20-0,
  title = {Limits on Gradient Compression for Stochastic Optimization},
  author = {Prathamesh Mayekar and Himanshu Tyagi},
  year = {2020},
  doi = {10.1109/ISIT44484.2020.9174075},
  url = {https://doi.org/10.1109/ISIT44484.2020.9174075},
  researchr = {https://researchr.org/publication/MayekarT20-0},
  cites = {0},
  citedby = {0},
  pages = {2658-2663},
  booktitle = {IEEE International Symposium on Information Theory, ISIT 2020, Los Angeles, CA, USA, June 21-26, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-6432-8},
}