1132 search results - page 44 / 227 » Classification by Discriminative Regularization |
113
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ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Weighted graph regularization provides a rich framework that allows to regularize functions defined over the vertices of a weighted graph. Until now, such a framework has been only...
113
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
This paper addresses feature selection techniques for classification of high dimensional data, such as those produced by microarray experiments. Some prior knowledge may be availa...
117
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CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
This paper presents a novel approach to pedestrian classification which involves utilizing the synthesized virtual samples of a learned generative model to enhance the classificat...
ICIP
2006
IEEE
16 years 3 months ago
2006
IEEE
The research presented in this article is aimed at the development of an automated imaging system for classification of tissues in medical images obtained from Computed Tomography...
136
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TSP
2010
14 years 8 months ago
2010
Sparse graphical models have proven to be a flexible class of multivariate probability models for approximating high-dimensional distributions. In this paper, we propose techniques...