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» A Fast Algorithm for Matrix Balancing
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CDC
2009
IEEE
114views Control Systems» more  CDC 2009»
14 years 15 days ago
Parametric model order reduction accelerated by subspace recycling
Abstract-- Many model order reduction methods for parameterized systems need to construct a projection matrix V which requires computing several moment matrices of the parameterize...
Lihong Feng, Peter Benner, Jan G. Korvink
CSDA
2007
152views more  CSDA 2007»
13 years 9 months ago
Robust variable selection using least angle regression and elemental set sampling
In this paper we address the problem of selecting variables or features in a regression model in the presence of both additive (vertical) and leverage outliers. Since variable sel...
Lauren McCann, Roy E. Welsch
ICIP
2008
IEEE
14 years 10 months ago
The Marr wavelet pyramid
We introduce a new semi-orthogonal complex wavelet basis of L2(R2 ). The basis functions are associated to the complex gradient-Laplace operator, which plays a central role in ima...
Dimitri Van De Ville, Michael Unser
ICRA
2002
IEEE
160views Robotics» more  ICRA 2002»
14 years 2 months ago
Real Time Simulation of Multizone Elastokinematic Models
— We introduce precomputed multizone elastokinematic models for interactive simulation of multibody kinematic systems which include elastostatic deformations. This enables an eï¬...
Doug L. James, Dinesh K. Pai
NIPS
2000
13 years 10 months ago
Active Support Vector Machine Classification
An active set strategy is applied to the dual of a simple reformulation of the standard quadratic program of a linear support vector machine. This application generates a fast new...
Olvi L. Mangasarian, David R. Musicant