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PAMI
2010
119views more  PAMI 2010»
14 years 10 months ago
Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks
—Multigrid solvers proved very efficient for solving massive systems of equations in various fields. These solvers are based on iterative relaxation schemes together with the app...
Dan Kushnir, Meirav Galun, Achi Brandt
VLSID
2009
IEEE
170views VLSI» more  VLSID 2009»
16 years 13 days ago
Code Transformations for TLB Power Reduction
The Translation Look-aside Buffer (TLB) is a very important part in the hardware support for virtual memory management implementation of high performance embedded systems. The TLB...
Reiley Jeyapaul, Sandeep Marathe, Aviral Shrivasta...
ICCV
2007
IEEE
15 years 6 months ago
Laplacian PCA and Its Applications
Dimensionality reduction plays a fundamental role in data processing, for which principal component analysis (PCA) is widely used. In this paper, we develop the Laplacian PCA (LPC...
Deli Zhao, Zhouchen Lin, Xiaoou Tang
ICDE
2007
IEEE
165views Database» more  ICDE 2007»
16 years 1 months ago
On Randomization, Public Information and the Curse of Dimensionality
A key method for privacy preserving data mining is that of randomization. Unlike k-anonymity, this technique does not include public information in the underlying assumptions. In ...
Charu C. Aggarwal
KDD
2004
ACM
216views Data Mining» more  KDD 2004»
16 years 6 days ago
GPCA: an efficient dimension reduction scheme for image compression and retrieval
Recent years have witnessed a dramatic increase in the quantity of image data collected, due to advances in fields such as medical imaging, reconnaissance, surveillance, astronomy...
Jieping Ye, Ravi Janardan, Qi Li