Active Learning : an unbiased approach
Active Learning arises as an important issue in several supervised learning scenarios where obtaining data is cheap, but labeling is costly. In general, this consists in a query strategy, a greedy heuristic based on some selection criterion, which searches for the potentially most informative observ...
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| Language: | English |
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2013
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| Online Access: | http://tel.archives-ouvertes.fr/tel-01000266 http://tel.archives-ouvertes.fr/docs/01/00/02/66/PDF/Thesis_RIBEIRO_-_DE_-_MELLO.pdf |