3076 search results - page 47 / 616 » Active Learning for Networked Data |
194
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IJCV
2011
15 years 28 days ago
2011
Abstract We present an active learning framework that predicts the tradeoff between the effort and information gain associated with a candidate image annotation, thereby ranking un...
155
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ICML
2006
IEEE
16 years 6 months ago
2006
IEEE
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
166
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IDEAL
2009
Springer
16 years 15 days ago
2009
Springer
Nowadays, there is a growing need for providing novel solutions to facilitate active learning in dependency environments. This paper present a multiagent architecture that incorpor...
177
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JMLR
2010
15 years 23 days ago
2010
In this paper we address the problem of predicting when the available data is incomplete. We show that changing the generally accepted table-wise view of the sample items into a g...