Hyperparameter Transfer Learning with Adaptive Complexity

Samuel Horváth, Aaron Klein, Peter Richtárik, Cédric Archambeau. Hyperparameter Transfer Learning with Adaptive Complexity. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1378-1386, PMLR, 2021. [doi]

@inproceedings{HorvathKRA21,
  title = {Hyperparameter Transfer Learning with Adaptive Complexity},
  author = {Samuel Horváth and Aaron Klein and Peter Richtárik and Cédric Archambeau},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/horvath21a.html},
  researchr = {https://researchr.org/publication/HorvathKRA21},
  cites = {0},
  citedby = {0},
  pages = {1378-1386},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
  editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
  volume = {130},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}