3381 search results - page 243 / 677 » LEO - DB2's LEarning Optimizer |
327
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PAKDD
2011
ACM
14 years 11 months ago
2011
ACM
Discovering rare categories and classifying new instances of them is
an important data mining issue in many fields, but fully supervised
learning of a rare class classifier is pr...
275
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CVPR
2011
IEEE
14 years 9 months ago
2011
IEEE
We consider a special type of multi-label learning where class assignments of training examples are incomplete. As an example, an instance whose true class assignment is (c1, c2, ...
142
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FOCS
2009
IEEE
16 years 17 days ago
2009
IEEE
— We prove the following strong hardness result for learning: Given a distribution on labeled examples from the hypercube such that there exists a monomial (or conjunction) consi...
164
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ALT
2007
Springer
16 years 18 hour ago
2007
Springer
In transfer learning the aim is to solve new learning tasks using fewer examples by using information gained from solving related tasks. Existing transfer learning methods have be...
159
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
Genetic-Based Machine Learning Systems (GBML) are comparable in accuracy with other learning methods. However, efficiency is a significant drawback. This paper presents a new rep...