Proactive learning

Proactive learning is a generalization of active learning designed to relax unrealistic assumptions and thereby reach practical applications. "Active… (More)
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2017
2017
The goal of active learning is to minimise the cost of producing an annotated dataset, in which annotators are assumed to be… (More)
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2015
2015
Technology has become virtually an integral part of all areas of educational delivery. While technology brings new means and ways… (More)
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2014
2014
Proactive learning extends active learning by considering multiple labelers with different accuracies and costs, thus optimizing… (More)
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2010
2010
Label scarcity is a serious problem in many machine learning applications. In many domains such as classifying texts, images, etc… (More)
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2010
2010
Three studies, conducted on graduate level, show findings that students with highly proactive behavior are more likely to succeed… (More)
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2009
2009
Building machine translation (MT) for many minority languages in the world is a serious challenge. For many minor languages there… (More)
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2009
2009
Proactive Learning is a generalized form of active learning where the learner must reach out to multiple oracles exhibiting… (More)
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2009
2009
Proactive Learning is a generalized form of active learning with multiple oracles exhibiting different reliabilities (label noise… (More)
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Highly Cited
2008
Highly Cited
2008
Proactive learning is a generalization of active learning designed to relax unrealistic assumptions and thereby reach practical… (More)
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2006
2006
This paper proposes a new kind of Learning Management Systems: proactive LMS, designed to help their users to better interact… (More)
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