Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization

Peiyuan Zhang, Antonio Orvieto, Hadi Daneshmand, Thomas Hofmann, Roy S. Smith. Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization. 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 3979-3987, PMLR, 2021. [doi]

@inproceedings{ZhangODHS21,
  title = {Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization},
  author = {Peiyuan Zhang and Antonio Orvieto and Hadi Daneshmand and Thomas Hofmann and Roy S. Smith},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/zhang21m.html},
  researchr = {https://researchr.org/publication/ZhangODHS21},
  cites = {0},
  citedby = {0},
  pages = {3979-3987},
  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},
}