Adaptive balancing of gradient and update computation times using global geometry and approximate subproblems

Sai Praneeth Reddy Karimireddy, Sebastian U. Stich, Martin Jaggi. Adaptive balancing of gradient and update computation times using global geometry and approximate subproblems. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 1204-1213, PMLR, 2018. [doi]

@inproceedings{KarimireddySJ18,
  title = {Adaptive balancing of gradient and update computation times using global geometry and approximate subproblems},
  author = {Sai Praneeth Reddy Karimireddy and Sebastian U. Stich and Martin Jaggi},
  year = {2018},
  url = {http://proceedings.mlr.press/v84/karimireddy18a.html},
  researchr = {https://researchr.org/publication/KarimireddySJ18},
  cites = {0},
  citedby = {0},
  pages = {1204-1213},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},
  editor = {Amos J. Storkey and Fernando Pérez-Cruz},
  volume = {84},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}