Global convergence rate analysis of unconstrained optimization methods based on probabilistic models. Cartis, C. & Scheinberg, K. Mathematical Programming, 169(2):337–375, 2018.
Global convergence rate analysis of unconstrained optimization methods based on probabilistic models [link]Paper  doi  bibtex   
@Article{Cartis2015,
  author  = {Coralia Cartis and Katya Scheinberg},
  title   = {Global convergence rate analysis of unconstrained optimization methods based on probabilistic models},
  journal = {Mathematical Programming},
  year    = {2018},
  volume  = {169},
  number  = {2},
  pages   = {337--375},
  doi     = {10.1007/s10107-017-1137-4},
  url    = {https://scholar.google.com/scholar?cluster=4457109291454268376},
}

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