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188
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CIVR
2006
Springer
15 years 10 months ago
2006
Springer
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
155
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ECML
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. Active learning algorithms attempt to accelerate the learning process by requesting labels for the most informative items first. In real-world problems, however, there ma...
176
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AAAI
2008
15 years 9 months ago
2008
We examine online learning in the context of the Wisconsin Card Sorting Task (WCST), a task for which the concept acquisition strategies for human and other primates are well docu...
183
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AAAI
2007
15 years 9 months ago
2007
Imitation learning, also called learning by watching or programming by demonstration, has emerged as a means of accelerating many reinforcement learning tasks. Previous work has s...
155
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AAAI
2008
2008
Examining Difficulties Software Developers Encounter in the Adoption of Statistical Machine Learning
15 years 9 months ago
Statistical machine learning continues to show promise as a tool for addressing complex problems in a variety of domains. An increasing number of developers are therefore looking ...