314 search results - page 22 / 63 » Active Learning with Irrelevant Examples |
ML
2008
ACM
14 years 11 months ago
2008
ACM
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. Hitherto existing approaches to label ranking implicitly operat...
110
click to vote
PKDD
2009
Springer
15 years 4 months ago
2009
Springer
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
HICSS
2008
IEEE
15 years 6 months ago
2008
IEEE
Cases are widely used in professional education to engage learners with examples of real world practices. Collaboration in casebased learning can add to the authenticity of the ex...
JAIR
2006
14 years 11 months ago
2006
Active learners alleviate the burden of labeling large amounts of data by detecting and asking the user to label only the most informative examples in the domain. We focus here on...
COLT
2006
Springer
15 years 3 months ago
2006
Springer
We study functions with multiple output values, and use active sampling to identify an example for each of the possible output values. Our results for this setting include: (1) Eff...