Convex optimization: algorithms and complexity. Bubeck, S. Found. Trends Mach. Learn., 8(3-4):231–357, 2015.
doi  bibtex   
@Article{SCC.Bubeck2015,
  author    = {Bubeck, Sebastien},
  title     = {Convex optimization: algorithms and complexity},
  journal   = {Found. Trends Mach. Learn.},
  year      = {2015},
  volume    = {8},
  number    = {3-4},
  pages     = {231--357},
  issn      = {1935-8237},
  doi       = {10.1561/2200000050},
  owner     = {joelar},
  timestamp = {2017-07-11},
}

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