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» Manifold-adaptive dimension estimation
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JMLR
2012
12 years 1 months ago
Minimax Rates of Estimation for Sparse PCA in High Dimensions
We study sparse principal components analysis in the high-dimensional setting, where p (the number of variables) can be much larger than n (the number of observations). We prove o...
Vincent Q. Vu, Jing Lei
CVIU
2000
76views more  CVIU 2000»
13 years 10 months ago
Estimating Dimensions of Free-Swimming Fish Using 3D Point Distribution Models
Robin D. Tillett, Nigel J. B. McFarlane, Jeff Line...
PAMI
2002
74views more  PAMI 2002»
13 years 10 months ago
Estimating the Intrinsic Dimension of Data with a Fractal-Based Method
Francesco Camastra, Alessandro Vinciarelli
PAMI
2007
125views more  PAMI 2007»
13 years 10 months ago
On the Dimensionality of Face Space
The dimensionality of face space is measured objectively in a psychophysical study. Within this framework we obtain a measurement of the dimension for the human visual system. Usi...
Marsha Meytlis, Lawrence Sirovich
DATE
2009
IEEE
143views Hardware» more  DATE 2009»
14 years 5 months ago
Dimensioning heterogeneous MPSoCs via parallelism analysis
—In embedded computing we face a continuously growing algorithm complexity combined with a constantly rising number of applications running on a single system. Multi-core systems...
Bastian Ristau, Torsten Limberg, Oliver Arnold, Ge...