@article {17730,
	title = {Perturbation Theory for the Singular Value Decomposition},
	volume = {UMIACS-TR-90-124},
	year = {1998},
	month = {1998/10/15/},
	institution = {Instititue for Advanced Computer Studies, Univ of Maryland, College Park},
	abstract = {The singular value decomposition has a number of applications in digitalsignal processing.  However, the the decomposition must be computed from a
matrix consisting of both signal and noise.  It is therefore important to
be able to assess the effects of the noise on the singular values and
singular vectors\,---\,a problem in classical perturbation theory.  In
this paper we survey the perturbation theory of the singular value
decomposition. 
(Also cross-referenced as UMIACS-TR-90-124)
Appeared in SVD and Signal Processing, II, R. J. Vacarro ed., 
Elsevier, Amsterdam, 1991.
},
	keywords = {Technical Report},
	url = {http://drum.lib.umd.edu/handle/1903/552},
	author = {Stewart, G.W.}
}
