Special Properties of Gradient Descent with Large Learning Rates

Amirkeivan Mohtashami, Martin Jaggi, Sebastian U. Stich. Special Properties of Gradient Descent with Large Learning Rates. 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 25082-25104, PMLR, 2023. [doi]

@inproceedings{MohtashamiJS23,
  title = {Special Properties of Gradient Descent with Large Learning Rates},
  author = {Amirkeivan Mohtashami and Martin Jaggi and Sebastian U. Stich},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/mohtashami23a.html},
  researchr = {https://researchr.org/publication/MohtashamiJS23},
  cites = {0},
  citedby = {0},
  pages = {25082-25104},
  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},
}