Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data

Timothy J. Castiglia, Anirban Das, Shiqiang Wang 0001, Stacy Patterson. Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data. 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 2738-2766, PMLR, 2022. [doi]

@inproceedings{CastigliaD0P22,
  title = {Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data},
  author = {Timothy J. Castiglia and Anirban Das and Shiqiang Wang 0001 and Stacy Patterson},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/castiglia22a.html},
  researchr = {https://researchr.org/publication/CastigliaD0P22},
  cites = {0},
  citedby = {0},
  pages = {2738-2766},
  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},
}