Gradient-based Hyperparameter Optimization Over Long Horizons

Paul Micaelli, Amos J. Storkey. Gradient-based Hyperparameter Optimization Over Long Horizons. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 10798-10809, 2021. [doi]

@inproceedings{MicaelliS21,
  title = {Gradient-based Hyperparameter Optimization Over Long Horizons},
  author = {Paul Micaelli and Amos J. Storkey},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/596dedf4498e258e4bdc9fd70df9a859-Abstract.html},
  researchr = {https://researchr.org/publication/MicaelliS21},
  cites = {0},
  citedby = {0},
  pages = {10798-10809},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}