On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning

Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho 0001, Atal Narayan Sahu, Marco Canini, Panos Kalnis. On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 3817-3824, AAAI Press, 2020. [doi]

@inproceedings{DuttaBA0SCK20,
  title = {On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning},
  author = {Aritra Dutta and El Houcine Bergou and Ahmed M. Abdelmoniem and Chen-Yu Ho 0001 and Atal Narayan Sahu and Marco Canini and Panos Kalnis},
  year = {2020},
  url = {https://aaai.org/ojs/index.php/AAAI/article/view/5793},
  researchr = {https://researchr.org/publication/DuttaBA0SCK20},
  cites = {0},
  citedby = {0},
  pages = {3817-3824},
  booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020},
  publisher = {AAAI Press},
  isbn = {978-1-57735-823-7},
}