992 search results - page 131 / 199 » Machine Learning Techniques to Make Computers Easier to Use |
105
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AAAI
2012
13 years 2 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...
129
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CIKM
2008
Springer
15 years 1 months ago
2008
Springer
Most prior work on information extraction has focused on extracting information from text in digital documents. However, often, the most important information being reported in an...
109
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ICML
2004
IEEE
16 years 19 days ago
2004
IEEE
The performance of graph based clustering methods critically depends on the quality of the distance function, used to compute similarities between pairs of neighboring nodes. In t...
110
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ACML
2009
Springer
15 years 6 months ago
2009
Springer
Many regression schemes deliver a point estimate only, but often it is useful or even essential to quantify the uncertainty inherent in a prediction. If a conditional density estim...
147
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SIGMOD
2009
ACM
16 years 1 days ago
2009
ACM
In this paper we present a method for reasoning about privacy using the concepts of exchangeability and deFinetti's theorem. We illustrate the usefulness of this technique by...