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CF
2008
ACM
15 years 3 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»
15 years 2 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»
15 years 2 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