288 search results - page 30 / 58 » A New Approach to Multi-class Linear Dimensionality Reductio... |
113
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ICML
2009
IEEE
15 years 8 months ago
2009
IEEE
Empirical evidence suggests that hashing is an effective strategy for dimensionality reduction and practical nonparametric estimation. In this paper we provide exponential tail bo...
166
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FOCS
2000
IEEE
15 years 6 months ago
2000
IEEE
In this article, we show several results obtained by combining the use of stable distributions with pseudorandom generators for bounded space. In particular: —We show that, for a...
131
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NIPS
2007
15 years 3 months ago
2007
Functional Magnetic Resonance Imaging (fMRI) provides dynamical access into the complex functioning of the human brain, detailing the hemodynamic activity of thousands of voxels d...
118
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ICIP
2007
IEEE
15 years 5 months ago
2007
IEEE
This communication deals with data reduction and regression. A set of high dimensional data (e.g., images) usually has only a few degrees of freedom with corresponding variables t...
109
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ISQED
2007
IEEE
15 years 8 months ago
2007
IEEE
In this paper, we propose a generalized block structure-preserving reduced order interconnect macromodeling method (BSPRIM). Our approach extends structure-preserving model order ...