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CF
2008
ACM
15 years 1 months ago
Optimizing sparse matrix-vector multiplication using index and value compression
Kornilios Kourtis, Georgios I. Goumas, Nectarios K...
CORR
2010
Springer
275views Education» more  CORR 2010»
14 years 12 months ago
Dictionary Optimization for Block-Sparse Representations
Recent work has demonstrated that using a carefully designed dictionary instead of a predefined one, can improve the sparsity in jointly representing a class of signals. This has m...
Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Elda...
AMC
2006
80views more  AMC 2006»
14 years 12 months ago
Parallel preconditioned conjugate gradient optimization of the Rayleigh quotient for the solution of sparse eigenproblems
A parallel algorithm based on the multidimensional minimization of the Rayleigh quotient is proposed to evaluate the leftmost eigenpairs of the generalized symmetric positive defi...
Luca Bergamaschi, Angeles Martinez, Giorgio Pini