Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima

Po-Ling Loh, Martin J. Wainwright. Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima. In Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. pages 476-484, 2013. [doi]

@inproceedings{LohW13-0,
  title = {Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima},
  author = {Po-Ling Loh and Martin J. Wainwright},
  year = {2013},
  url = {http://papers.nips.cc/paper/4904-regularized-m-estimators-with-nonconvexity-statistical-and-algorithmic-theory-for-local-optima},
  researchr = {https://researchr.org/publication/LohW13-0},
  cites = {0},
  citedby = {0},
  pages = {476-484},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  editor = {Christopher J. C. Burges and Léon Bottou and Zoubin Ghahramani and Kilian Q. Weinberger},
}