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» A Fast Algorithm for Matrix Balancing
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CDC
2009
IEEE
114views Control Systems» more  CDC 2009»
15 years 5 months 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»
15 years 1 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
109
Voted
ICIP
2008
IEEE
16 years 3 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
100
Voted
ICRA
2002
IEEE
160views Robotics» more  ICRA 2002»
15 years 6 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
15 years 3 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