11325 search results - page 280 / 2265 » Active Model Selection |
146
Voted
IJCNN
2007
IEEE
15 years 11 months ago
2007
IEEE
— This work addresses the problem of selecting a subset of basis functions for a model linear in the parameters for regression tasks. Basis functions from a set of candidates are...
155
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ICPR
2004
IEEE
16 years 6 months ago
2004
IEEE
In this paper, a new selective sampling method for the active learning framework is presented. Initially, a small training set ? and a large unlabeled set ? are given. The goal is...
120
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ICCBR
2003
Springer
15 years 10 months ago
2003
Springer
In real environments it is often difficult to obtain a collection of cases for the case base that would cover all the problem solving situations. Although it is often somewhat eas...
132
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AAAI
2007
15 years 7 months ago
2007
AI problems such as autonomous robotic exploration, automatic diagnosis and activity recognition have in common the need for choosing among a set of informative but possibly expen...
142
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AAAI
2000
15 years 6 months ago
2000
Selective sampling, a form of active learning, reduces the cost of labeling training data by asking only for the labels of the most informative unlabeled examples. We introduce a ...