2204 search results - page 14 / 441 » Agnostic active learning |
188
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COLING
2010
15 years 26 days ago
2010
This paper presents a novel semisupervised learning algorithm called Active Deep Networks (ADN), to address the semi-supervised sentiment classification problem with active learni...
87
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ICML
2008
IEEE
16 years 6 months ago
2008
IEEE
141
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DIS
2009
Springer
16 years 13 days ago
2009
Springer
We present an active learning scheme that exploits cluster structure in data.
165
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COLT
2007
Springer
16 years 1 days ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...