314 search results - page 13 / 63 » Active Learning with Irrelevant Examples |
ICML
2001
IEEE
16 years 16 days ago
2001
IEEE
This paper presents an active learning method that directly optimizes expected future error. This is in contrast to many other popular techniques that instead aim to reduce versio...
ICASSP
2008
IEEE
15 years 6 months ago
2008
IEEE
Information distillation techniques are used to analyze and interpret large volumes of speech and text archives in multiple languages and produce structured information of interes...
WSC
1998
15 years 1 months ago
1998
Active and cooperative learning methods represent a paradigm shift in the delivery of engineering education. These techniques recognize that the passive model of the typical colle...
106
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IJCNN
2008
IEEE
15 years 6 months ago
2008
IEEE
— When an agent observes its environment, there are two important characteristics of the perceived information. One is the relevance of information and the other is redundancy. T...
154
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CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...