Principled Acceleration of Iterative Numerical Methods Using Machine Learning

Sohei Arisaka, Qianxiao Li. Principled Acceleration of Iterative Numerical Methods Using Machine Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 1041-1059, PMLR, 2023. [doi]

@inproceedings{ArisakaL23,
  title = {Principled Acceleration of Iterative Numerical Methods Using Machine Learning},
  author = {Sohei Arisaka and Qianxiao Li},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/arisaka23a.html},
  researchr = {https://researchr.org/publication/ArisakaL23},
  cites = {0},
  citedby = {0},
  pages = {1041-1059},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}