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164
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
130
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ASWEC
2010
IEEE
15 years 6 months ago
2010
IEEE
—When building software systems, developers have to weigh the benefits of using one specific solution approach against the risks and costs of using another one. This process is...
173
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CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
We study the object localization problem in images given a single hand-drawn example or a gallery of shapes as the object model. Although many shape matching algorithms have been ...
172
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CORR
2010
Springer
15 years 6 months ago
2010
Springer
The group Lasso is an extension of the Lasso for feature selection on (predefined) non-overlapping groups of features. The non-overlapping group structure limits its applicability...
149
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CORR
2010
Springer
15 years 6 months ago
2010
Springer
This paper studies the optimization of observation channels (stochastic kernels) in partially observed stochastic control problems. In particular, existence, continuity, and convex...