2665 search results - page 264 / 533 » Bundle Methods for Machine Learning |
123
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TKDE
2008
15 years 3 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
162
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EMNLP
2010
15 years 1 months ago
2010
This paper proposes a method for automatically inserting commas into Japanese texts. In Japanese sentences, commas play an important role in explicitly separating the constituents...
146
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AAAI
2012
13 years 5 months ago
2012
Kernel methods have been successfully applied to many machine learning problems. Nevertheless, since the performance of kernel methods depends heavily on the type of kernels being...
115
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SIGECOM
1999
ACM
15 years 7 months ago
1999
ACM
Markets for electronic goods provide the possibility of exploring new and more complex pricing schemes, due to the flexibility of information goods and negligible marginal cost. I...
106
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CIDM
2007
IEEE
15 years 7 months ago
2007
IEEE
Kernel methods are effective approaches to the modeling of structured objects in learning algorithms. Their major drawback is the typically high computational complexity of kernel ...