780 search results - page 94 / 156 » Learning Low-Density Separators |
114
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COLT
2006
Springer
15 years 6 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...
104
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IJON
2007
15 years 2 months ago
2007
In this paper we present a method of parameter optimization, relative trust-region learning, where the trust-region method and the relative optimization [21] are jointly exploited...
149
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SAB
2010
Springer
15 years 23 days ago
2010
Springer
Prefrontal cortex (PFC) has been implicated in the ability to switch behavioral strategies in response to changes in reward contingencies. A recent experimental study has shown tha...
111
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CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
We propose a method for simultaneous detection, localization and segmentation of objects of a known category. We show that this is possible by using segments as features. To this ...
132
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ICCV
2007
IEEE
16 years 4 months ago
2007
IEEE
Linear Discriminant Analysis (LDA) has been a popular method for extracting features which preserve class separability. The projection vectors are commonly obtained by maximizing ...