Unifying Nesterov's Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions

Jungbin Kim, Insoon Yang. Unifying Nesterov's Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions. 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 16897-16954, PMLR, 2023. [doi]

@inproceedings{KimY23-10,
  title = {Unifying Nesterov's Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions},
  author = {Jungbin Kim and Insoon Yang},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/kim23y.html},
  researchr = {https://researchr.org/publication/KimY23-10},
  cites = {0},
  citedby = {0},
  pages = {16897-16954},
  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},
}