2820 search results - page 392 / 564 » Learning from Scarce Experience |
185
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MCS
2002
Springer
15 years 6 months ago
2002
Springer
Bagging and boosting are two popular ensemble methods that achieve better accuracy than a single classifier. These techniques have limitations on massive datasets, as the size of t...
197
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INFORMS
2010
15 years 5 months ago
2010
We develop a solution approach for the fixed charge network flow problem (FCNF) that produces provably high-quality solutions quickly. The solution approach combines mathematica...
160
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PROCEDIA
2010
15 years 4 months ago
2010
When solving machine learning problems, there is currently little automated support for easily experimenting with alternative statistical models or solution strategies. This is be...
147
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ACL
2010
15 years 4 months ago
2010
We present a novel approach to Information Presentation (IP) in Spoken Dialogue Systems (SDS) using a data-driven statistical optimisation framework for content planning and attri...
180
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EMNLP
2010
15 years 4 months ago
2010
In this paper we develop an approach to tackle the problem of verb selection for learners of English as a second language (ESL) by using features from the output of Semantic Role ...