@InProceedings{ICML2011Agarwal_572,
  author =    {Alekh Agarwal and Sahand Negahban and Martin Wainwright},
  title =     {Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions },
  booktitle = {Proceedings of the 28th International Conference on Machine Learning (ICML-11)},
  series =    {ICML '11},
  year =      {2011},
  editor =    {Lise Getoor and Tobias Scheffer},
  location =  {Bellevue, Washington, USA},
  isbn =      {978-1-4503-0619-5},
  month =     {June},
  publisher = {ACM},
  address =   {New York, NY, USA},
  pages=      {1129--1136},
}