Efficient Decentralized Deep Learning by Dynamic Model Averaging

Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel. Efficient Decentralized Deep Learning by Dynamic Model Averaging. In Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I. Volume 11051 of Lecture Notes in Computer Science, pages 393-409, Springer, 2018. [doi]

@inproceedings{KampASHSWW18,
  title = {Efficient Decentralized Deep Learning by Dynamic Model Averaging},
  author = {Michael Kamp and Linara Adilova and Joachim Sicking and Fabian Hüger and Peter Schlicht and Tim Wirtz and Stefan Wrobel},
  year = {2018},
  doi = {10.1007/978-3-030-10925-7_24},
  url = {https://doi.org/10.1007/978-3-030-10925-7_24},
  researchr = {https://researchr.org/publication/KampASHSWW18},
  cites = {0},
  citedby = {0},
  pages = {393-409},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I},
  editor = {Michele Berlingerio and Francesco Bonchi and Thomas Gärtner and Neil Hurley and Georgiana Ifrim},
  volume = {11051},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-10925-7},
}