Beyond Backprop: Online Alternating Minimization with Auxiliary Variables

Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel, Ronny Luss, Mattia Rigotti, Irina Rish, Paolo Diachille, Viatcheslav Gurev, Brian Kingsbury, Ravi Tejwani, Djallel Bouneffouf. Beyond Backprop: Online Alternating Minimization with Auxiliary Variables. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 1193-1202, PMLR, 2019. [doi]

@inproceedings{ChoromanskaCKLR19,
  title = {Beyond Backprop: Online Alternating Minimization with Auxiliary Variables},
  author = {Anna Choromanska and Benjamin Cowen and Sadhana Kumaravel and Ronny Luss and Mattia Rigotti and Irina Rish and Paolo Diachille and Viatcheslav Gurev and Brian Kingsbury and Ravi Tejwani and Djallel Bouneffouf},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/choromanska19a.html},
  researchr = {https://researchr.org/publication/ChoromanskaCKLR19},
  cites = {0},
  citedby = {0},
  pages = {1193-1202},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}