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SDM
2011
SIAM
241views Data Mining» more  SDM 2011»
12 years 7 months ago
A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria
Sparse principal component analysis (PCA) imposes extra constraints or penalty terms to the standard PCA to achieve sparsity. In this paper, we first introduce an efficient algor...
Yunlong He, Renato Monteiro, Haesun Park
MMAS
2011
Springer
12 years 7 months ago
Sweeping Preconditioner for the Helmholtz Equation: Moving Perfectly Matched Layers
This paper introduces a new sweeping preconditioner for the iterative solution of the variable coefficient Helmholtz equation in two and three dimensions. The algorithms follow th...
Björn Engquist, Lexing Ying
COMPUTING
2000
89views more  COMPUTING 2000»
13 years 4 months ago
Condition Numbers of Approximate Schur Complements in Two- and Three-Dimensional Discretizations on Hierarchically Ordered Grids
We investigate multilevel incomplete factorizations of M-matrices arising from
J. K. Kraus, C. W. Brand