Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach

Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, Sujay Sanghavi. Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 65-74, JMLR.org, 2017. [doi]

@inproceedings{ParkKCS17,
  title = {Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach},
  author = {Dohyung Park and Anastasios Kyrillidis and Constantine Caramanis and Sujay Sanghavi},
  year = {2017},
  url = {http://proceedings.mlr.press/v54/park17a.html},
  researchr = {https://researchr.org/publication/ParkKCS17},
  cites = {0},
  citedby = {0},
  pages = {65-74},
  booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA},
  editor = {Aarti Singh and Xiaojin (Jerry) Zhu},
  volume = {54},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}