Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing

Oren Mangoubi, Nisheeth K. Vishnoi. Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 1086-1124, PMLR, 2018. [doi]

@inproceedings{MangoubiV18,
  title = {Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing},
  author = {Oren Mangoubi and Nisheeth K. Vishnoi},
  year = {2018},
  url = {http://proceedings.mlr.press/v75/mangoubi18a.html},
  researchr = {https://researchr.org/publication/MangoubiV18},
  cites = {0},
  citedby = {0},
  pages = {1086-1124},
  booktitle = {Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018},
  editor = {Sébastien Bubeck and Vianney Perchet and Philippe Rigollet},
  volume = {75},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}