Correlated Quantization for Distributed Mean Estimation and Optimization

Ananda Theertha Suresh, Ziteng Sun, Jae Ro, Felix X. Yu. Correlated Quantization for Distributed Mean Estimation and Optimization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 20856-20876, PMLR, 2022. [doi]

@inproceedings{SureshSRY22,
  title = {Correlated Quantization for Distributed Mean Estimation and Optimization},
  author = {Ananda Theertha Suresh and Ziteng Sun and Jae Ro and Felix X. Yu},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/suresh22a.html},
  researchr = {https://researchr.org/publication/SureshSRY22},
  cites = {0},
  citedby = {0},
  pages = {20856-20876},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}