Journal
B. Lois, N. Vaswani “A Correctness Result for Online Robust PCA”, Preprint, September 2014.
J. Zhan, N. Vaswani, “Robust PCA with Partial Subspace Knowledge”, Preprint, 2014.
C. Qiu, N. Vaswani, B. Lois, L. Hogben, “Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise”, IEEE Transactions on Information Theory, 2014.
J. Zhan, N. Vaswani, C. Qiu, “Performance Guarantees for ReProCS – Correlated Low-Rank Matrix Entries Case”, Preprint, May 2014.
H. Guo, C. Qiu, N. Vaswani, "An Online Algorithm for Separating Sparse and Low-dimensional Signal Sequences from their Sum”, IEEE Transactions on Signal Processing, 2014.
H. Guo, C. Qiu, N. Vaswani, “Practical ReProCS for Separating Sparse and Low-dimensional Signal Sequences from their Sum”, October 2013.
Conference
H. Guo, C. Qiu, N. Vaswani, "Practical ReProCS for Separating Sparse and Low-dimensional Signal Sequences their Sum - Part 2", GlobalSIP 2014, 2014.
H. Guo, C. Qiu, N. Vaswani, "Practical ReProCS for Separating Sparse and Low-dimensional Signal Sequences their Sum - Part 1", International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, 2014.
C. Qiu, N. Vaswani, L. Hogben, “Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise”, International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013, Vancouver, Canada, May 2013.
C. Qiu, N. Vaswani, “Automated Recursive Projected CS (ReProCS) for Real-time Video Layering”, International Conference on Computer Vision and Pattern Recognition, CVPR 2012, 2012.
C. Qiu, N. Vaswani, “Support Predicted Modified-CS for Recursive Robust Principal Components' Pursuit”, IEEE International Symposium on Information Theory, ISIT 2011, 2011.
C. Qiu, N. Vaswani, “Recursive Sparse Recovery in Large but Correlated Noise”, International Conference on Communication Control and Computing, 2011.
C. Qiu, N. Vaswani, “Real-time Robust Principal Components Pursuit”, International Conference on Communication Control and Computing, 2010.