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» Parallel matrix algorithms and applications
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EGH
2007
Springer
15 years 10 months ago
Scan primitives for GPU computing
The scan primitives are powerful, general-purpose data-parallel primitives that are building blocks for a broad range of applications. We describe GPU implementations of these pri...
Shubhabrata Sengupta, Mark Harris, Yao Zhang, John...
ICANN
2007
Springer
15 years 10 months ago
Incremental and Decremental Learning for Linear Support Vector Machines
Abstract. We present a method to find the exact maximal margin hyperplane for linear Support Vector Machines when a new (existing) component is added (removed) to (from) the inner...
Enrique Romero, Ignacio Barrio, Lluís Belan...
SOFSEM
2004
Springer
15 years 9 months ago
Avoiding Forbidden Submatrices by Row Deletions
We initiate a systematic study of the Row Deletion(B) problem on matrices: For a fixed “forbidden submatrix” B, the question is, given an input matrix A (both A and B have ent...
Sebastian Wernicke, Jochen Alber, Jens Gramm, Jion...
ICRA
2002
IEEE
160views Robotics» more  ICRA 2002»
15 years 9 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 e...
Doug L. James, Dinesh K. Pai
ECAI
2008
Springer
15 years 6 months ago
Author Identification Using a Tensor Space Representation
Author identification is a text categorization task with applications in intelligence, criminal law, computer forensics, etc. Usually, in such cases there is shortage of training t...
Spyridon Plakias, Efstathios Stamatatos