Accelerated SGD for Non-Strongly-Convex Least Squares

Aditya Varre, Nicolas Flammarion. Accelerated SGD for Non-Strongly-Convex Least Squares. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 2062-2126, PMLR, 2022. [doi]

@inproceedings{VarreF22,
  title = {Accelerated SGD for Non-Strongly-Convex Least Squares},
  author = {Aditya Varre and Nicolas Flammarion},
  year = {2022},
  url = {https://proceedings.mlr.press/v178/varre22a.html},
  researchr = {https://researchr.org/publication/VarreF22},
  cites = {0},
  citedby = {0},
  pages = {2062-2126},
  booktitle = {Conference on Learning Theory, 2-5 July 2022, London, UK},
  editor = {Po-Ling Loh and Maxim Raginsky},
  volume = {178},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}