Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization

Samuel Horváth, Lihua Lei, Peter Richtárik, Michael I. Jordan. Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization. SIMODS, 4(2):634-648, 2022. [doi]

@article{HorvathLRJ22,
  title = {Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization},
  author = {Samuel Horváth and Lihua Lei and Peter Richtárik and Michael I. Jordan},
  year = {2022},
  doi = {10.1137/21m1394308},
  url = {https://doi.org/10.1137/21m1394308},
  researchr = {https://researchr.org/publication/HorvathLRJ22},
  cites = {0},
  citedby = {0},
  journal = {SIMODS},
  volume = {4},
  number = {2},
  pages = {634-648},
}