Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees

Jinchun Zhan, Brian Lois, Han Guo, Namrata Vaswani. Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. In Arthur Gretton, Christian C. Robert, editors, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016. Volume 51 of JMLR Workshop and Conference Proceedings, pages 1488-1496, JMLR.org, 2016. [doi]

@inproceedings{ZhanLGV16,
  title = {Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees},
  author = {Jinchun Zhan and Brian Lois and Han Guo and Namrata Vaswani},
  year = {2016},
  url = {http://jmlr.org/proceedings/papers/v51/zhan16.html},
  researchr = {https://researchr.org/publication/ZhanLGV16},
  cites = {0},
  citedby = {0},
  pages = {1488-1496},
  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016},
  editor = {Arthur Gretton and Christian C. Robert},
  volume = {51},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}