1305 search results - page 173 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
157
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ICDM
2009
IEEE
16 years 22 hour ago
2009
IEEE
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
133
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GECCO
2007
Springer
15 years 11 months ago
2007
Springer
In many design tasks it is difficult to explicitly define an objective function. This paper uses machine learning to derive an objective in a feature space based on selected examp...
142
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CIKM
2008
Springer
15 years 7 months ago
2008
Springer
Many of the recently proposed algorithms for learning feature-based ranking functions are based on the pairwise preference framework, in which instead of taking documents in isola...
137
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MICCAI
2004
Springer
16 years 6 months ago
2004
Springer
For diagnosis, preoperative planning and postoperative guides, an accurate estimate of joints kinematics is required. We bring together MRI developments and new image processing me...
169
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JMLR
2010
15 years 4 days ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...