Journal
G. Mateos and G. B. Giannakis, ``Robust PCA as bilinear decomposition with outlier-sparsity regularization", IEEE Transactions on Signal Processing, Volume 60, Number 10, pages 5176-5190, October 2012.
Conference
M. Mardani, G. Mateos, G. B. Giannakis, “Rank minimization for subspace tracking from incomplete data”, International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013,Vancouver, Canada, May 2013.
G. Mateos, G. Giannakis, “Sparsity Control for Robust Principal Component Analysis”, International Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2010.
Thesis
G. Mateos, “Sparsity Control for Robustness and Social Data Analysis”, PhD thesis, University of Minnesota, December 2011.