371 search results - page 67 / 75 » Discriminative vs Informative Learning |
COST
2008
Springer
15 years 3 months ago
2008
Springer
This paper deals with emotional speech detection in home movies. In this study, we focus on infant-directed speech also called "motherese" which is characterized by highe...
120
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IJCAI
2007
15 years 3 months ago
2007
A key challenge in applying kernel-based methods for discriminative learning is to identify a suitable kernel given a problem domain. Many methods instead transform the input data...
118
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ICDM
2010
IEEE
14 years 12 months ago
2010
IEEE
Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...
134
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DOCENG
2006
ACM
15 years 7 months ago
2006
ACM
Category ranking provides a way to classify plain text documents into a pre-determined set of categories. This work proposes to have a look at typical document collections and ana...
125
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MM
2009
ACM
15 years 8 months ago
2009
ACM
In this paper, we exploit the problem of inferring images’ semantic concepts from community-contributed images and their associated noisy tags. To infer the concepts more accura...