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CORR
2006
Springer
83views Education» more  CORR 2006»
13 years 9 months ago
Fast linear algebra is stable
In [12] we showed that a large class of fast recursive matrix multiplication algorithms is stable in a normwise sense, and that in fact if multiplication of n-by-n matrices can be...
James Demmel, Ioana Dumitriu, Olga Holtz
CORR
2006
Springer
84views Education» more  CORR 2006»
13 years 9 months ago
A Recursive Method for Determining the One-Dimensional Submodules of Laurent-Ore Modules
We present a method for determining the one-dimensional submodules of a Laurent-Ore module. The method is based on a correspondence between hyperexponential solutions of associate...
Ziming Li, Michael F. Singer, Min Wu, Dabin Zheng
IMCSIT
2010
13 years 4 months ago
Higher order FEM numerical integration on GPUs with OpenCL
Paper presents results obtained when porting FEM 2D linear elastostatic local stiffness matrix calculations to Tesla architecture with OpenCL framework. Comparison with native NVID...
Przemyslaw Plaszewski, Krzysztof Banas, Pawel Maci...
ICML
2009
IEEE
14 years 10 months ago
Prototype vector machine for large scale semi-supervised learning
Practical data mining rarely falls exactly into the supervised learning scenario. Rather, the growing amount of unlabeled data poses a big challenge to large-scale semi-supervised...
Kai Zhang, James T. Kwok, Bahram Parvin
IROS
2006
IEEE
104views Robotics» more  IROS 2006»
14 years 3 months ago
Landmark Selection for Task-Oriented Navigation
—Many vision-based navigation systems are restricted to the use of only a limited number of landmarks when computing the camera pose. This limitation is due to the overhead of de...
Ronen Lerner, Ehud Rivlin, Ilan Shimshoni