361 search results - page 34 / 73 » MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm |
190
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VLSISP
2011
14 years 9 months ago
2011
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
132
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We introduce models for density estimation with multiple, hidden, continuous factors. In particular, we propose a generalization of multilinear models using nonlinear basis functi...
139
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CVPR
2011
IEEE
14 years 10 months ago
2011
IEEE
The goal of object category discovery is to automatically identify groups of image regions which belong to some new, previously unseen category. This task is typically performed i...
142
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ACCV
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. In set-based face recognition, each set of face images is often represented as a linear/nonlinear manifold and the Principal Angles (PA) or Kernel PAs are exploited to me...
108
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DIS
2009
Springer
15 years 8 months ago
2009
Springer
Multiple-instance learning (MIL) is a generalization of the supervised learning problem where each training observation is a labeled bag of unlabeled instances. Several supervised ...