1707 search results - page 153 / 342 » A Boosting Algorithm for Regression |
134
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GECCO
2008
Springer
15 years 4 months ago
2008
Springer
We propose an algorithm for function approximation that evolves a set of hierarchical piece-wise linear regressors. The algorithm, named HIRE-Lin, follows the iterative rule learn...
148
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ICRA
2009
IEEE
15 years 10 months ago
2009
IEEE
—We present an application of machine learning to the semi-automatic synthesis of robust servo-trackers for underwater robotics. In particular, we investigate an approach based o...
138
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ICCV
2005
IEEE
15 years 9 months ago
2005
IEEE
We present a novel categorical object detection scheme that uses only local contour-based features. A two-stage, partially supervised learning architecture is proposed: a rudiment...
108
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JMLR
2002
15 years 3 months ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
DFT
2008
IEEE
15 years 10 months ago
2008
IEEE
Nanoelectronic components are expected to suffer from very high error rates, implying the need for hardening techniques. We propose a fine-grained approach to harden a promising...