Decomposable Principal Component Analysis
Work
Year: 2009
Type: article
Abstract: We consider principal component analysis (PCA) in decomposable Gaussian graphical models. We exploit the prior information in these models in order to distribute its computation. For this purpose, we ... more
Authors Ami Wiesel, Alfred O. Hero
Institution University of Michigan–Ann Arbor
Cites: 30
Cited by: 54
Related to: 10
FWCI: 5.997
Citation percentile (by year/subfield): 96.96
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green