1955 search results - page 27 / 391 » Online Multitask Learning |
123
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AAAI
2010
15 years 3 months ago
2010
Transfer learning aims at reusing the knowledge in some source tasks to improve the learning of a target task. Many transfer learning methods assume that the source tasks and the ...
105
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JMLR
2010
14 years 9 months ago
2010
Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process pers...
76
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ETS
2007
IEEE
15 years 2 months ago
2007
IEEE
109
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ICML
2009
IEEE
15 years 9 months ago
2009
IEEE
In this work, we extend the ellipsoid method, which was originally designed for convex optimization, for online learning. The key idea is to approximate by an ellipsoid the classi...
142
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COLT
2006
Springer
15 years 6 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...