267 search results - page 19 / 54 » New Algorithms for Efficient High-Dimensional Nonparametric ... |
151
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CORR
2010
Springer
14 years 11 months ago
2010
Springer
In this paper we propose a new wavelet transform applicable to functions defined on graphs, high dimensional data and networks. The proposed method generalizes the Haar-like transf...
229
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SIGMOD
2009
ACM
16 years 3 months ago
2009
ACM
The skyline operator returns from a set of multi-dimensional objects a subset of superior objects that are not dominated by others. This operation is considered very important in ...
120
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
We consider the task of dimensionality reduction for regression (DRR) whose goal is to find a low dimensional representation of input covariates, while preserving the statistical ...
127
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COLT
2010
Springer
15 years 1 months ago
2010
Springer
Recent advances in large-margin classification of data residing in general metric spaces (rather than Hilbert spaces) enable classification under various natural metrics, such as ...
129
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NIPS
2008
15 years 4 months ago
2008
Bartlett et al (2006) recently proved that a ground condition for convex surrogates, classification calibration, ties up the minimization of the surrogates and classification risk...