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Tutorial
4675views
15 years 9 months ago
Writing Fast Matlab Code
This article discusses strategies for improving the speed of Matlab code. Keep in mind that speed depends heavily on the computation platform and that the fastest method on one sys...
Pascal Getreuer,
FDL
2005
IEEE
14 years 4 months ago
Linearly graded behavioural analogue performance models
A concept of linearly graded statistical models for analogue performance evaluation is proposed and a suitable technique for automatic generation of analogue performance models us...
Xianqiang Ren, Tom J. Kazmierski
IPPS
1999
IEEE
14 years 2 months ago
Delivering On Standards, Balancing Portability and Performance
As high-performance embedded computing systems become more commonplace in a variety of applications, the need for supporting standards becomes more critical. Specifications develo...
John Robinson
ML
2002
ACM
140views Machine Learning» more  ML 2002»
13 years 10 months ago
A Probabilistic Framework for SVM Regression and Error Bar Estimation
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
Junbin Gao, Steve R. Gunn, Chris J. Harris, Martin...
SIAMMAX
2010
76views more  SIAMMAX 2010»
13 years 5 months ago
Matrix Structures and Parallel Algorithms for Image Superresolution Reconstruction
Computational resolution enhancement (superresolution) is generally regarded as a memory intensive process due to the large matrix-vector calculations involved. In this paper, a de...
Qiang Zhang, Richard T. Guy, Robert J. Plemmons