2011> Sampled forms of functional PCA in reproducing kernel
Hilbert spaces [arXiv],
A. A. Amini and M. J. Wainwright
2011> On approximtion properties of certain
operator-induced norms on Hilbert
spaces [arXiv]
A. A. Amini and M. J. Wainwright
2009> High-dimensional analysis of semidefinite
programming relaxations for sparse principal component analysis (PDF) ,
A. A. Amini and M. J. Wainwright
Annals of Statistics, Vol. 37(5B): 2877-2921, 2009.
(A short version of this appears in Proceedings of ISIT 2008. doi:10.1109/ISIT.2008.4595432)
2006> A fast method for sparse component analysis
based on iterative detection-projection, (PDF),
A. A. Amini, M. Babaie-Zadeh, C. Jutten
Proceedings of MaxEnt 2006
(There is an extended unpublished version of
this on [arXiv].)
2006> A new approach for sparse decomposition and sparse source separation,
A. A. Amini, M. Babaie-Zadeh, C. Jutten,
Proceedings of Eusipco 2006