1411 search results - page 138 / 283 » Discriminative Random Fields |
122
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ERCIMDL
2010
Springer
14 years 10 months ago
2010
Springer
Extracting titles from a PDFs full text is an important task in information retrieval to identify PDFs. Existing approaches apply complicated and expensive (in terms of calculating...
135
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EMMCVPR
2011
Springer
14 years 21 days ago
2011
Springer
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
133
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JMLR
2012
13 years 3 months ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
100
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ICANN
2005
Springer
15 years 6 months ago
2005
Springer
We explore the use of eye movements as a source of implicit relevance feedback information. We construct a controlled information retrieval experiment where the relevance of each t...
103
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ICONIP
1998
15 years 2 months ago
1998
Despite all the progress in neural networks the technology is still brittle and sometimes difficult to apply. Automatic construction of networks and proper initialization of their...