3624 search results - page 193 / 725 » Learning to learn: From smart machines to intelligent machin... |
144
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SDM
2007
SIAM
15 years 8 months ago
2007
SIAM
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
188
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EACL
2006
ACL Anthology
15 years 8 months ago
2006
ACL Anthology
Multimodal grammars provide an expressive formalism for multimodal integration and understanding. However, handcrafted multimodal grammars can be brittle with respect to unexpecte...
192
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COLING
2002
15 years 6 months ago
2002
Extracting sentences that contain important information from a document is a form of text summarization. The technique is the key to the automatic generation of summaries similar ...
164
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ICML
1997
IEEE
16 years 7 months ago
1997
IEEE
In recent years there has been a flurry of works on learning probabilistic belief networks. Current state of the art methods have been shown to be successful for two learning scen...
153
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IJCNN
2007
IEEE
16 years 27 days ago
2007
IEEE
— Most research in machine learning focuses on scenarios in which a learner faces a single learning task, independently of other learning tasks or prior knowledge. In reality, ho...