Sample size selection in optimization methods for machine learning

Richard H. Byrd, Gillian M. Chin, Jorge Nocedal, Yuchen Wu. Sample size selection in optimization methods for machine learning. Math. Program., 134(1):127-155, 2012. [doi]

@article{ByrdCNW12,
  title = {Sample size selection in optimization methods for machine learning},
  author = {Richard H. Byrd and Gillian M. Chin and Jorge Nocedal and Yuchen Wu},
  year = {2012},
  doi = {10.1007/s10107-012-0572-5},
  url = {http://dx.doi.org/10.1007/s10107-012-0572-5},
  researchr = {https://researchr.org/publication/ByrdCNW12},
  cites = {0},
  citedby = {0},
  journal = {Math. Program.},
  volume = {134},
  number = {1},
  pages = {127-155},
}