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» The tao of parallelism in algorithms
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NIPS
2004
15 years 8 months ago
Efficient Kernel Discriminant Analysis via QR Decomposition
Linear Discriminant Analysis (LDA) is a well-known method for feature extraction and dimension reduction. It has been used widely in many applications such as face recognition. Re...
Tao Xiong, Jieping Ye, Qi Li, Ravi Janardan, Vladi...
PAMI
2010
162views more  PAMI 2010»
15 years 1 months ago
Differential Earth Mover's Distance with Its Applications to Visual Tracking
The Earth Mover's Distance (EMD) is a similarity measure that captures perceptual difference between two distributions. Its computational complexity, however, prevents a direc...
Qi Zhao, Zhi Yang, Hai Tao
EOR
2007
100views more  EOR 2007»
15 years 6 months ago
Parallel radial basis function methods for the global optimization of expensive functions
We introduce a master–worker framework for parallel global optimization of computationally expensive functions using response surface models. In particular, we parallelize two r...
Rommel G. Regis, Christine A. Shoemaker
IPPS
1998
IEEE
15 years 11 months ago
SIMD and Mixed-Mode Implementations of a Visual Tracking Algorithm
This paper describes the implementation of a featurebased visual tracking algorithm on a SIMD MasPar MP-1 and the mixed-mode PASM prototype. The sequential algorithm is introduced...
Mark Bernd Kulaczewski, Howard Jay Siegel
IPPS
2005
IEEE
16 years 7 days ago
PDM Sorting Algorithms That Take A Small Number of Passes
We live in an era of data explosion that necessitates the discovery of novel out-of-core techniques. The I/O bottleneck has to be dealt with in developing out-of-core methods. The...
Sanguthevar Rajasekaran, Sandeep Sen