3204 search results - page 391 / 641 » Online Learning with Constraints |
156
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ACL
2011
14 years 10 months ago
2011
We learn a joint model of sentence extraction and compression for multi-document summarization. Our model scores candidate summaries according to a combined linear model whose fea...
171
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ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
We show how the regularizer of Transductive Support Vector Machines (TSVM) can be trained by stochastic gradient descent for linear models and multi-layer architectures. The resul...
209
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MLDM
2009
Springer
16 years 1 months ago
2009
Springer
We face the problem of novelty detection from stream data, that is, the identification of new or unknown situations in an ordered sequence of objects which arrive on-line, at cons...
107
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ICALT
2008
IEEE
16 years 1 months ago
2008
IEEE
Students often build up portfolios of their achievements as they study and present them when they apply for jobs or for further study. Of increasing interest is the concept of an ...
162
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ICANN
2007
Springer
16 years 25 days ago
2007
Springer
Abstract. Recurrent neural networks (RNNs) have proved effective at one dimensional sequence learning tasks, such as speech and online handwriting recognition. Some of the properti...