Journal Papers and Preprints

1. Fast Convex Optimization Algorithms for Exact Recovery of a Corrupted Low-Rank Matrix [pdf] [bib]
   Zhouchen Lin, Arvind Ganesh, John Wright, Leqin Wu, Minming Chen, and Yi Ma
   Submitted to SIAM Journal on Optimization, July 2009.


2. Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization [pdf] [bib]
   John Wright, Arvind Ganesh, Shankar Rao, and Yi Ma
   Submitted to Journal of the ACM, May 2009.


3. Robust Face Recognition via Sparse Representation [pdf] [bib]
   John Wright, Allen Yang, Arvind Ganesh, Shankar Sastry, and Yi Ma
   IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 31, no. 2, February 2009.

Conference Papers

1. Fast Algorithms for Recovering a Corrupted Low-Rank Matrix [pdf] [bib]
   Arvind Ganesh, Zhouchen Lin, John Wright, Leqin Wu, Minming Chen, and Yi Ma
   To appear in proceedings of Third International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, December 2009.


2. Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization [pdf] [bib]
   John Wright, Arvind Ganesh, Shankar Rao, Yigang Peng, and Yi Ma
   To appear in proceedings of Neural Information Processing Systems (NIPS), December 2009.


3. Towards a Practical Face Recognition System: Robust Registration and Illumination via Sparse Representation [pdf] [bib]
   Andrew Wagner, John Wright, Arvind Ganesh, Zihan Zhou, and Yi Ma
   In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2009.


4. Separation of a Subspace-Sparse Signal: Algorithms and Conditions [pdf] [bib]
   Arvind Ganesh, Zihan Zhou, and Yi Ma
   In Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2009.


5. Nearest-Subspace Patch Matching for Face Recognition Under Varying Pose and Illumination [pdf] [bib]
   Zihan Zhou, Arvind Ganesh, John Wright, Shen-Fu Tsai, and Yi Ma
   In Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition (FGR), September 2008.