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CISS
2008
IEEE
14 years 23 hour ago
On sparse representations of linear operators and the approximation of matrix products
—Thus far, sparse representations have been exploited largely in the context of robustly estimating functions in a noisy environment from a few measurements. In this context, the...
Mohamed-Ali Belabbas, Patrick J. Wolfe
CVPR
2001
IEEE
14 years 7 months ago
A Weighted Non-Negative Matrix Factorization for Local Representations
This paper presents an improvement of the classical Non-negative Matrix Factorization (NMF) approach, for dealing with local representations of image objects. NMF, when applied to...
David Guillamet, Jordi Vitrià, Marco Bressa...
DSN
2005
IEEE
13 years 11 months ago
Lumping Matrix Diagram Representations of Markov Models
Continuous-time Markov chains (CTMCs) have been used successfully to model the dependability and performability of many systems. Matrix diagrams (MDs) are known to be a space-efï¬...
Salem Derisavi, Peter Kemper, William H. Sanders
DAGSTUHL
2007
13 years 7 months ago
On the Properties of Moments of Matrix Exponential Distributions and Matrix Exponential Processes
In this paper we provide properties of moments of matrix exponential distributions and joint moments of matrix exponential processes. Based on the provided properties, an algorith...
Levente Bodrog, András Horváth, Mikl...
JCPHY
2011
109views more  JCPHY 2011»
12 years 8 months ago
Fast construction of hierarchical matrix representation from matrix-vector multiplication
We develop a hierarchical matrix construction algorithm using matrixvector multiplications, based on the randomized singular value decomposition of low-rank matrices. The algorith...
Lin Lin, Jianfeng Lu, Lexing Ying