Optimizer Benchmarking Needs to Account for Hyperparameter Tuning

Prabhu Teja Sivaprasad, Florian Mai, Thijs Vogels, Martin Jaggi, François Fleuret. Optimizer Benchmarking Needs to Account for Hyperparameter Tuning. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 9036-9045, PMLR, 2020. [doi]

@inproceedings{SivaprasadMVJF20,
  title = {Optimizer Benchmarking Needs to Account for Hyperparameter Tuning},
  author = {Prabhu Teja Sivaprasad and Florian Mai and Thijs Vogels and Martin Jaggi and François Fleuret},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/sivaprasad20a.html},
  researchr = {https://researchr.org/publication/SivaprasadMVJF20},
  cites = {0},
  citedby = {0},
  pages = {9036-9045},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}